Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware (Englisch)
- Neue Suche nach: Petrovici, Mihai A.
- Neue Suche nach: Schroeder, Anna
- Neue Suche nach: Breitwieser, Oliver
- Neue Suche nach: Grubl, Andreas
- Neue Suche nach: Schemmel, Johannes
- Neue Suche nach: Meier, Karlheinz
- Neue Suche nach: Petrovici, Mihai A.
- Neue Suche nach: Schroeder, Anna
- Neue Suche nach: Breitwieser, Oliver
- Neue Suche nach: Grubl, Andreas
- Neue Suche nach: Schemmel, Johannes
- Neue Suche nach: Meier, Karlheinz
In:
2017 International Joint Conference on Neural Networks (IJCNN)
;
2209-2216
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2017
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware
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Beteiligte:Petrovici, Mihai A. ( Autor:in ) / Schroeder, Anna ( Autor:in ) / Breitwieser, Oliver ( Autor:in ) / Grubl, Andreas ( Autor:in ) / Schemmel, Johannes ( Autor:in ) / Meier, Karlheinz ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.05.2017
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Format / Umfang:853639 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
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- 1147
-
Link prediction based hybrid recommendation system using user-page preference graphsSharif, Mohammad Amir / Raghavan, Vijay V. et al. | 2017
- 1155
-
Optimize collapsed Gibbs sampling for biterm topic model by alias methodHe, Xingwei / Xu, Hua / Sun, Xiaomin / Deng, Junhui / Bai, Xiaoli / Li, Jia et al. | 2017
- 1163
-
Modularity-dependent modulation of synchronized bursting activity in cultured neuronal network modelsMoriya, Satoshi / Yamamoto, Hideaki / Akima, Hisanao / Hirano-Iwata, Ayumi / Niwano, Michio / Kubota, Shigeru / Sato, Shigeo et al. | 2017
- 1169
-
Synchronization analysis for complex networks with interval delay via non-fragile pinning controlGong, Dawei / Zhang, Zhiwen / Dai, Xiaolin / Song, Jinliang / Huang, Bonan et al. | 2017
- 1174
-
Classification based on neuroimaging data by tensor boostingZhang, Bo / Zhou, Hua / Wang, Liwei / Sung, Chul et al. | 2017
- 1180
-
Programming the mind and decrypting the universe — A bipolar quantum-neuro-fuzzy associative memory model for quantum cognition and quantum intelligenceZhang, Wen-Ran et al. | 2017
- 1188
-
The neural control of movement must contend with trajectory-specific and nonlinearly distorted manifolds of afferent muscle spindle activityBerry, Jasmine A. / Ritter, Robert / Nagamori, Akira / Valero-Cuevas, Francisco J. et al. | 2017
- 1195
-
Separating inference from feature learning in deep unsupervised visual saliency estimationTailie, Bruno / Ortiz, Michael Garcia et al. | 2017
- 1202
-
Selection of stable features for modeling 4-D affective space from EEG recordingAl-Fahad, Rakib / Yeasin, Mohammed / Anam, A S M Iftekhar / Elahian, Bahareh et al. | 2017
- 1210
-
Multi-label feature selection algorithm based on label pairwise ranking comparison transformationXu, Haotian / Xu, Lingyu et al. | 2017
- 1218
-
A CMOS chaotic Boltzmann machine circuit and three-neuron network operationYamaguchi, Masatoshi / Tamukoh, Hakaru / Suzuki, Hideyuki / Morie, Takashi et al. | 2017
- 1225
-
Noisy neuromorphic neurons with RPG on-chip noise sourceYue, Kun / Parker, Alice C. et al. | 2017
- 1230
-
Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networksLi, Ji / Yuan, Zihao / Li, Zhe / Ding, Caiwen / Ren, Ao / Qiu, Qinru / Draper, Jeffrey / Wang, Yanzhi et al. | 2017
- 1237
-
Deep learning based nonlinear principal component analysis for industrial process fault detectionDeng, Xiaogang / Tian, Xuemin / Chen, Sheng / Harris, Chris J. et al. | 2017
- 1244
-
Predicted-occupancy grids for vehicle safety applications based on autoencoders and the Random Forest algorithmNadarajan, Parthasarathy / Botsch, Michael / Sardina, Sebastian et al. | 2017
- 1252
-
Semantic segmentation of microscopic images of H&E stained prostatic tissue using CNNIsaksson, Johan / Arvidsson, Ida / Aastrom, Kalle / Heyden, Anders et al. | 2017
- 1257
-
Improved speaker recognition system for stressed speech using deep neural networksDumpala, Sri Harsha / Kopparapu, Sunil Kumar et al. | 2017
- 1265
-
Incorporating message embedding into co-factor matrix factorization for retweeting predictionWang, Can / Li, Qiudan / Wang, Lei / Dajun Zeng, Daniel et al. | 2017
- 1273
-
Classifying commit messages: A case study in resampling techniquesShekarforoush, SeyedHamid / Green, Robert / Dyer, Robert et al. | 2017
- 1281
-
An analysis of factors predicting memory loss in Alzheimer's disease preventionHu, Mingzhao / Zhang, Yifei / Dowling, N. Maritza et al. | 2017
- 1289
-
A generative model with hypergraph regularizers for protein function predictionWang, Shaokai / Li, Xutao / Ye, Yunming / Li, Yan / Huang, Xiaohui / Du, Xiaolin et al. | 2017
- 1297
-
Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patientsIeracitano, Cosimo / Duun-Henriksen, Jonas / Mammone, Nadia / Foresta, Fabio La / Morabito, Francesco C. et al. | 2017
- 1305
-
Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity mapIshikawa, Satoru / Laaksonen, Jorma / Karhunen, Juha et al. | 2017
- 1313
-
Online peak detection in photoplethysmogram signals using sequential learning algorithmSumukha, B. N. / Kumar, R. Chandan / Bharadwaj, Skanda S. / George, Koshy et al. | 2017
- 1321
-
Cross-validated smooth multi-instance learningLi, Dayuan / Zhu, Lin / Bao, Wenzheng / Cheng, Fei / Ren, Yi / Huang, De-Shuang et al. | 2017
- 1326
-
A large-scale multi-pose 3D-RGB object databaseSachara, Fabian / Handmann, Finn / Cremer, Nico / Kopinski, Thomas / Gepperth, Alexander / Handmann, Uwe et al. | 2017
- 1333
-
Design of a hierarchical-clustering CMAC-PID controllerLiao, Yuntao / Koiwai, Kazushige / Yamamoto, Toru et al. | 2017
- 1339
-
Hamiltonian-driven adaptive dynamic programming for nonlinear discrete-time dynamic systemsYang, Yongliang / Wunsch, Donald / Yin, Yixin et al. | 2017
- 1347
-
Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode controlTang, Yufei / Mu, Chaoxu / He, Haibo et al. | 2017
- 1354
-
Exploring quantization error to improve human action classificationAlmeida, Raquel / Goncalves do Patrocinio, Zenilton Kleber / Guimaraes, Silvio Jamil F. et al. | 2017
- 1361
-
Fast digital watermarking of uncompressed colored images using bidirectional extreme learning machineRajpal, Ankit / Mishra, Anurag / Bala, Rajni et al. | 2017
- 1367
-
Comparison of EMD, MEMD and 2T-EMD by analyzing standard artificial signals and EEGMiao, Yao / Cao, Jianting et al. | 2017
- 1372
-
Towards using visual attributes to infer image sentiment of social eventsAhsan, Unaiza / De Choudhury, Munmun / Essa, Irfan et al. | 2017
- 1380
-
Restricted Boltzmann machine based stock market trend predictionLiang, Qiubin / Rong, Wenge / Zhang, Jiayi / Liu, Jingshuang / Xiong, Zhang et al. | 2017
- 1388
-
From ranking and clustering of evolving networks to patent citation analysisBeltz, Hayley / Fulop, Aniko / Wadhwa, Raoul R. / Erdi, Peter et al. | 2017
- 1395
-
Knowledge-based document embedding for cross-domain text classificationLi, Yiming / Wei, Baogang / Yao, Liang / Chen, Hui / Li, Zherong et al. | 2017
- 1403
-
Mining E-commercial data: A text-rich heterogeneous network embedding approachChen, Weizheng / Liu, Chi / Yin, Jun / Yan, Hongfei / Zhang, Yan et al. | 2017
- 1411
-
Solar power prediction with data source weighted nearest neighborsWang, Zheng / Koprinska, Irena et al. | 2017
- 1419
-
Stock market's price movement prediction with LSTM neural networksNelson, David M. Q. / Pereira, Adriano C. M. / de Oliveira, Renato A. et al. | 2017
- 1427
-
Multiscale Hebbian neural network for cyber threat detectionSiddiqui, Sana / Khan, Muhammad Salman / Ferens, Ken et al. | 2017
- 1435
-
On the robustness of machine learning based malware detection algorithmsHu, Weiwei / Tan, Ying et al. | 2017
- 1442
-
An infinite classification RBM model for radar HRRP recognitionPeng, Xuan / Gao, Xunzhang / Li, Xiang et al. | 2017
- 1449
-
FNN approximation-based adaptive control for suppressing chatter in nonlinear milling with piezo-actuatorsLiu, Xiaoli / Su, Chun-Yi et al. | 2017
- 1457
-
Towards computer vision based ancient coin recognition in the wild — Automatic reliable image preprocessing and normalizationConn, Brandon / Arandjelovic, Ognjen et al. | 2017
- 1465
-
Impact of struck-out text on writer identificationAdak, Chandranath / Chaudhuri, Bidyut B. / Blumenstein, Michael et al. | 2017
- 1472
-
Neural network nonlinear plant identification as a tool in intelligent controller designBraga, Dinart Duarte / Tanscheit, Ricardo / Vellasco, Marley M. B. R. et al. | 2017
- 1480
-
Dynamic event monitoring using unsupervised feature learning towards smart grid big dataTang, Yufei / Yang, Jun et al. | 2017
- 1488
-
Balancing indoor thermal comfort and energy consumption of air-conditioning and mechanical ventilation systems via sparse Firefly algorithm optimizationZhai, Deqing / Soh, Yeng Chai et al. | 2017
- 1495
-
Study for ELM-based recognition of fold structure aiming at remote sensing imageWu, Jiehong / Zou, Liangkai / Li, Xiang / Li, Zhaokui / Yang, Liu et al. | 2017
- 1502
-
Predicting public bicycle rental number using multi-source dataLin, Fei / Wang, Shihua / Jiang, Jian / Fan, Weidi / Sun, Yong et al. | 2017
- 1510
-
Multi-class active learning: A hybrid informative and representative criterion inspired approachWang, Zengmao / Du, Bo / Zhang, Lefei et al. | 2017
- 1518
-
Incremental extraction of high-dimensional equivalence structuresSatoh, Seiya / Yamakawa, Hiroshi et al. | 2017
- 1532
-
CPMF: A collective pairwise matrix factorization model for upcoming event recommendationLiu, Chun-Yi / Zhou, Chuan / Wu, Jia / Xie, Hongtao / Hu, Yue / Guo, Li et al. | 2017
- 1540
-
A multi-object optimization model of electricity fee payment site selection based on multiple payment methodsZhang, Xinyi / Hui, Guotao / Gao, Qiang / Ren, Xiaoya / Zhou, Bowen / Yang, Dongsheng / Bi, Yingjiao et al. | 2017
- 1547
-
A convolutional neural network approach for acoustic scene classificationValenti, Michele / Squartini, Stefano / Diment, Aleksandr / Parascandolo, Giambattista / Virtanen, Tuomas et al. | 2017
- 1555
-
Towards intoxicated speech recognitionZhang, Zixing / Weninger, Felix / Wollmer, Martin / Han, Jing / Schuller, Bjorn et al. | 2017
- 1560
-
Seeking the SuperStar: Automatic assessment of perceived singing qualityBohm, Johanna / Eyben, Florian / Schmitt, Maximilian / Kosch, Harald / Schuller, Bjorn et al. | 2017
- 1570
-
Demystifying Numenta anomaly benchmarkSingh, Nidhi / Olinsky, Craig et al. | 2017
- 1578
-
Time series classification from scratch with deep neural networks: A strong baselineWang, Zhiguang / Yan, Weizhong / Oates, Tim et al. | 2017
- 1586
-
Stacked deep convolutional auto-encoders for emotion recognition from facial expressionsRuiz-Garcia, Ariel / Elshaw, Mark / Altahhan, Abdulrahman / Palade, Vasile et al. | 2017
- 1594
-
ChaLearn looking at people: A review of events and resourcesEscalera, Sergio / Baro, Xavier / Escalante, Hugo Jair / Guyon, Isabelle et al. | 2017
- 1602
-
Signal detection of MIMO-OFDM system based on auto encoder and extreme learning machineYan, Xin / Long, Fei / Wang, Jingshuai / Fu, Na / Ou, Weihua / Liu, Bin et al. | 2017
- 1607
-
Benchmarking the selection of the hidden-layer weights in extreme learning machinesRomero, Enrique et al. | 2017
- 1615
-
Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motorsRazavi-Far, Roozbeh / Saif, Mehrdad / Palade, Vasile / Zio, Enrico et al. | 2017
- 1623
-
Multi-layer neural networks for quality of service oriented server-state classification in cloud serversYin, Yonghua / Wang, Lan / Gelenbe, Erol et al. | 2017
- 1628
-
t-Distributed stochastic neighbor embedding spectral clusteringRogovschi, Nicoleta / Kitazono, Jun / Grozavu, Nistor / Omori, Toshiaki / Ozawa, Seiichi et al. | 2017
- 1633
-
An exploratory analysis targeting diagnostic classification of AAC app usage patternsAtyabi, Adham / Li, Beibin / Ahn, Yeojin Amy / Kim, Minah / Barney, Erin / Shic, Frederick et al. | 2017
- 1641
-
An open-source framework for the interactive exploration of Big Data: Applications in understanding health careRao, A. Ravishankar / Clarke, Daniel et al. | 2017
- 1649
-
Machine learning models to search relevant genetic signatures in clinical contextUrda, D. / Luque-Baena, R. M. / Franco, L. / Jerez, J. M. / Sanchez-Marono, Noelia et al. | 2017
- 1657
-
A novel machine learning framework for phenotype prediction based on genome-wide DNA methylation dataKaragod, Vinay Vittal / Sinha, Kaushik et al. | 2017
- 1665
-
Exploring the consequences of distributed feature selection in DNA microarray dataBolon-Canedo, Veronica / Sechidis, Konstantinos / Sanchez-Marono, Noelia / Alonso-Betanzos, Amparo / Brown, Gavin et al. | 2017
- 1673
-
Assessment of the repeatability in an automatic methodology for hyperemia grading in the bulbar conjunctivaBrea, Luisa Sanchez / Rodriguez, Noelia Barreira / Gonzalez, Antonio Mosquera / Evans, Katharine et al. | 2017
- 1681
-
Power infrastructure monitoring and damage detection using drone captured imagesVarghese, Ashley / Gubbi, Jayavardhana / Sharma, Hrishikesh / Balamuralidhar, P. et al. | 2017
- 1688
-
Towards real-time robot simulation on uneven terrain using neural networksCook, Daniel / Vardy, Andrew et al. | 2017
- 1696
-
Extremely parallel memristor crossbar architecture for convolutional neural network implementationYakopcic, Chris / Alom, Md Zahangir / Taha, Tarek M. et al. | 2017
- 1704
-
Methods for high resolution programming in lithuim niobate memristors for neuromorphic hardwareYakopcic, Chris / Wang, Shu / Wang, Weisong / Shin, Eunsung / Subramanyam, Guru / Taha, Tarek M. et al. | 2017
- 1709
-
Non-negative pyramidal neural network for parts-based learningFerro, Milla S. A. / Fernandes, Bruno J. T. / Bastos-Filho, Carmelo J. A. et al. | 2017
- 1717
-
Performance optimization of echo state networks through principal neuron reinforcementFan, Hsiao-Tien / Wang, Wei / Jin, Zhanpeng et al. | 2017
- 1724
-
Dynamic island model based on spectral clustering in genetic algorithmMeng, Qinxue / Wu, Jia / Ellis, John / Kennedy, Paul J. et al. | 2017
- 1732
-
Uniform histograms for change detection in multivariate dataBoracchi, Giacomo / Cervellera, Cristiano / Maccio, Danilo et al. | 2017
- 1740
-
LEVELIW: Learning extreme verification latency with importance weightingUmer, Muhammad / Polikar, Robi / Frederickson, Christopher et al. | 2017
- 1748
-
Label-noise-tolerant classification for streaming dataFrenay, Benoit / Hammer, Barbara et al. | 2017
- 1756
-
Transfer learning in classification based on manifolc. models and its relation to tangent metric learningSaralajew, Sascha / Villmann, Thomas et al. | 2017
- 1766
-
NotiFi: A ubiquitous WiFi-based abnormal activity detection systemZhu, Dali / Pang, Na / Li, Gang / Liu, Shaowu et al. | 2017
- 1774
-
Policy gradient methods with Gaussian process modelling accelerationLi, Dong / Zhao, Dongbin / Zhang, Qichao / Luo, Chaomin et al. | 2017
- 1780
-
Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementationAlippi, Cesare / D'Alto, Viviana / Falchetto, Mirko / Pau, Danilo / Roveri, Manuel et al. | 2017
- 1787
-
A hybrid machine learning approach to automatic plant phenotyping for smart agricultureYahata, So / Onishi, Tetsu / Yamaguchi, Kanta / Ozawa, Seiichi / Kitazono, Jun / Ohkawa, Takenao / Yoshida, Takeshi / Murakami, Noriyuki / Tsuji, Hiroyuki et al. | 2017
- 1794
-
A theoretical study of the relationship between an ELM network and its subnetworksTu, Enmei / Zhang, Guanghao / Rachmawati, Lily / Rajabally, Eshan / Mao, Shangbo / Huang, Guang-Bin et al. | 2017
- 1802
-
Regularized training of the extreme learning machine using the conjugate gradient methodde Chazal, Philip / McDonnell, Mark D. et al. | 2017
- 1809
-
Reconstruction of bifurcation diagrams using an extreme learning machine with a pruning algorithmItoh, Yoshitaka / Adachi, Masaharu et al. | 2017
- 1817
-
A low-dimensional vector representation for words using an extreme learning machineLauren, Paula / Qu, Guangzhi / Huang, Guang-Bin / Watta, Paul / Lendasse, Amaury et al. | 2017
- 1823
-
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codesMoraitis, Timoleon / Sebastian, Abu / Boybat, Irem / Le Gallo, Manuel / Tuma, Tomas / Eleftheriou, Evangelos et al. | 2017
- 1831
-
Spike timing-dependent conduction delay learning model classifying spatio-temporal spike patternsMatsubara, Takashi et al. | 2017
- 1840
-
Unsupervised learning of event-based image recordings using spike-timing-dependent plasticityIyer, Laxmi R. / Basu, Arindam et al. | 2017
- 1847
-
Spike timing dependent plasticity based enhanced self-learning for efficient pattern recognition in spiking neural networksSrinivasan, Gopalakrishnan / Roy, Sourjya / Raghunathan, Vijay / Roy, Kaushik et al. | 2017
- 1855
-
Deep learning approach to link weight predictionHou, Yuchen / Holder, Lawrence B. et al. | 2017
- 1863
-
Deep Boltzmann machines for robust fingerprint spoofing attack detectionSouza, Gustavo B. / Santos, Daniel F. S. / Pires, Rafael G. / Marana, Aparecido N. / Papa, Joao P. et al. | 2017
- 1871
-
Classification of Android apps and malware using deep neural networksNix, Robin / Zhang, Jian et al. | 2017
- 1879
-
Context preference-based deep adaptive resonance theory: Integrating user preferences into episodic memory encoding and retrievalSigmund, Dick / Park, Gyeong-Moon / Kim, Jong-Hwan et al. | 2017
- 1887
-
Neural networks and the search for a quadratic residue detectorPotter, Michael / Reznik, Leon / Radziszowski, Stanislaw et al. | 2017
- 1895
-
Stochastic diagonal approximate greatest descent in neural networksTan, Hong Hui / Lim, King Hann / Harno, Hendra Gunawan et al. | 2017
- 1899
-
Nesterov's accelerated gradient and momentum as approximations to regularised update descentBotev, Aleksandar / Lever, Guy / Barber, David et al. | 2017
- 1904
-
On improving recurrent neural network for image classificationChandra, B. / Sharma, Rajesh Kumar et al. | 2017
- 1908
-
Incremental learning with the minimum description length principleMurena, Pierre-Alexandre / Cornuejols, Antoine / Dessalles, Jean-Louis et al. | 2017
- 1916
-
BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepointsMaslov, Alexandr / Pechenizkiy, Mykola / Pel, Yulong / Zliobaite, Indre / Shklyaev, Alexander / Karkkainen, Tommi / Hollmen, Jaakko et al. | 2017
- 1924
-
An incremental ensemble classifier learning by means of a rule-based accuracy and diversity comparisonAsafuddoula, Md / Verma, Brijesh / Zhang, Mengjie et al. | 2017
- 1932
-
Pattern classification with meta-cognition and online sequential learning algorithmBharadwaj, Skanda S. / Kumar, R. Chandan / Sumukha, B. N. / George, Koshy et al. | 2017
- 1940
-
Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motorsWallscheid, Oliver / Kirchgassner, Wilhelm / Bocker, Joachim et al. | 2017
- 1948
-
Improved performance of face recognition using CNN with constrained triplet loss layerYeung, Henry Wing Fung / Li, Jiaxi / Chung, Yuk Ying et al. | 2017
- 1956
-
A novel stacked denoising autoencoder with swarm intelligence optimization for stock index predictionLi, Jiaxi / Liu, Guang / Yeung, Henry Wing Fung / Yin, Junfu / Chung, Yuk Ying / Chen, Xiaoming et al. | 2017
- 1962
-
An evolutionary method for creating ensembles with adaptive size neural networks for predicting hourly solar irradianceJovanovic, Raka / Pomares, Luis M. / Mohieldeen, Yasir E. / Perez-Astudillo, Daniel / Bachour, Dunia et al. | 2017
- 1968
-
Semi-supervised convolutional extreme learning machineYousefi-Azar, Mahmood / McDonnell, Mark D. et al. | 2017
- 1975
-
Objective cost-sensitive-boosting-WELM for handling multi class imbalance problemLiu, Zhen / Tang, Deyu / Li, Jincheng / Wang, Ruoyu et al. | 2017
- 1983
-
Online recurrent extreme learning machine and its application to time-series predictionPark, Jin-Man / Kim, Jong-Hwan et al. | 2017
- 1991
-
Extreme learning machines to approximate low dimensional spaces for helicopter load signal and fatigue life estimationValdes, Julio J. / Cheung, Catherine / Rubio, Alejandro Lehman et al. | 2017
- 1999
-
Stable spike-timing dependent plasticity rule for multilayer unsupervised and supervised learningShrestha, Amar / Ahmed, Khadeer / Wang, Yanzhi / Qiu, Qinru et al. | 2017
- 2007
-
Calcium-modulated supervised spike-timing-dependent plasticity for readout training and sparsification of the liquid state machineJin, Yingyezhe / Li, Peng et al. | 2017
- 2015
-
Optimization-based computation with spiking neuronsVerzi, Stephen J. / Vineyard, Craig M. / Vugrin, Eric D. / Galiardi, Meghan / James, Conrad D. / Aimone, James B. et al. | 2017
- 2023
-
Multi-layer unsupervised learning in a spiking convolutional neural networkTavanaei, Amirhossein / Maida, Anthony S. et al. | 2017
- 2031
-
Action unit selective feature maps in deep networks for facial expression recognitionZhou, Yuqian / Shi, Bertram E. et al. | 2017
- 2039
-
How to get pavement distress detection ready for deep learning? A systematic approachEisenbach, Markus / Stricker, Ronny / Seichter, Daniel / Amende, Karl / Debes, Klaus / Sesselmann, Maximilian / Ebersbach, Dirk / Stoeckert, Ulrike / Gross, Horst-Michael et al. | 2017
- 2048
-
Deep neural networks for kitchen activity recognitionMonteiro, Juarez / Granada, Roger / Barros, Rodrigo C. / Meneguzzi, Felipe et al. | 2017
- 2056
-
Deep convolutional neural networks for pedestrian detection with skip poolingLiu, Jie / Gao, Xingkun / Bao, Nianyuan / Tang, Jie / Wu, Gangshan et al. | 2017
- 2064
-
Balanced self-paced learning with feature corruptionRen, Yazhou / Zhao, Peng / Xu, Zenglin / Yao, Dezhong et al. | 2017
- 2072
-
Model-agnostic nonconformity functions for conformal classificationJohansson, Ulf / Linusson, Henrik / Lofstrom, Tuve / Bostrom, Henrik et al. | 2017
- 2080
-
DropIn: Making reservoir computing neural networks robust to missing inputs by dropoutBacciu, Davide / Crecchi, Francesco / Morelli, Davide et al. | 2017
- 2088
-
Information-theoretic dataset selection for fast kernel learningPaiva, Antonio R. C. et al. | 2017
- 2096
-
Power plant performance modeling with concept driftXu, Yunwen / Xu, Rui / Yan, WeiZhong et al. | 2017
- 2104
-
Concept drift learning with alternating learnersXu, Yunwen / Xu, Rui / Yan, Weizhong / Ardis, Paul et al. | 2017
- 2112
-
Parametric system identification using deep convolutional neural networksGenc, Sahika et al. | 2017
- 2120
-
Online query by committee for active learning from drifting data streamsKrawczyk, Bartosz / Wozniak, Michal et al. | 2017
- 2128
-
Sub-event detection from tweetsKatragadda, Satya / Benton, Ryan / Raghavan, Vijay et al. | 2017
- 2136
-
Symbolic manipulation based on deep neural networks and its application to axiom discoveryCai, Cheng-Hao / Ke, Dengfeng / Xu, Yanyan / Su, Kaile et al. | 2017
- 2144
-
Significance of neural phonotactic models for large-scale spoken language identificationSrivastava, Brij Mohan Lal / Vydana, Hari / Vuppala, Anil Kumar / Shrivastava, Manish et al. | 2017
- 2152
-
Temporal hierarchies in multilayer gated recurrent neural networks for language modelsDennis Singh, Moirangthem / Lee, Minho et al. | 2017
- 2158
-
Convolution neural network based syntactic and semantic aware paraphrase identificationZhang, Xiang / Rong, Wenge / Liu, Jingshuang / Tian, Chuan / Xiong, Zhang et al. | 2017
- 2164
-
Alleviating overfitting for polysemous words for word representation estimation using lexiconsKe, Yuanzhi / Hagiwara, Masafumi et al. | 2017
- 2171
-
Hardware implementation of echo state networks using memristor double crossbar arraysHassan, Amr M. / Li, Hai Helen / Chen, Yiran et al. | 2017
- 2178
-
Reservoir computing in materio: A computational framework for in materio computingDale, Matthew / Stepney, Susan / Miller, Julian F. / Trefzer, Martin et al. | 2017
- 2186
-
Design of a time delay reservoir using stochastic logic: A feasibility studyMerkel, Cory et al. | 2017
- 2193
-
Structure optimization of dynamic reservoir ensemble using genetic algorithmWang, Wei / Fan, Hsiao-Tien / Jin, Zhanpeng et al. | 2017
- 2201
-
Linear dynamical based models for sequential domainsPasa, Luca / Sperduti, Alessandro / Tino, Peter et al. | 2017
- 2209
-
Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardwarePetrovici, Mihai A. / Schroeder, Anna / Breitwieser, Oliver / Grubl, Andreas / Schemmel, Johannes / Meier, Karlheinz et al. | 2017
- 2217
-
An accelerated analog neuromorphic hardware system emulating NMDA- and calcium-based non-linear dendritesSchemmel, Johannes / Kriener, Laura / Muller, Paul / Meier, Karlheinz et al. | 2017
- 2227
-
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale systemSchmitt, Sebastian / Klahn, Johann / Bellec, Guillaume / Grubl, Andreas / Guttler, Maurice / Hartel, Andreas / Hartmann, Stephan / Husmann, Dan / Husmann, Kai / Jeltsch, Sebastian et al. | 2017
- 2235
-
Compositional neural-network modeling of complex analog circuitsHasani, Ramin M. / Haerle, Dieter / Baumgartner, Christian F. / Lomuscio, Alessio R. / Grosu, Radu et al. | 2017
- 2243
-
Navigating mobile robots to target in near shortest time using reinforcement learning with spiking neural networksMahadevuni, Amarnath / Li, Peng et al. | 2017
- 2251
-
Scalable deep traffic flow neural networks for urban traffic congestion predictionFouladgar, Mohammadhani / Parchami, Mostafa / Elmasri, Ramez / Ghaderi, Amir et al. | 2017
- 2259
-
Deep learning of texture and structural features for multiclass Alzheimer's disease classificationDolph, C. V. / Alam, M. / Shboul, Z. / Samad, M. D. / Iftekharuddin, K. M. et al. | 2017
- 2267
-
Virtual guide dog: An application to support visually-impaired people through deep convolutional neural networksMonteiro, Juarez / Aires, Joao Paulo / Granada, Roger / Barros, Rodrigo C. / Meneguzzi, Felipe et al. | 2017
- 2275
-
Vertex reconstruction of neutrino interactions using deep learningTerwilliger, Adam M. / Perdue, Gabriel N. / Isele, David / Patton, Robert M. / Young, Steven R. et al. | 2017
- 2282
-
Learning deep representations with diode loss for quantization-based similarity searchLiu, Shicong / Lu, Hongtao et al. | 2017
- 2290
-
Using information fractal dimension as temperature in restricted Boltzmann MachineKhan, Muhammad Salman / Siddiqui, Sana / Ferens, Ken et al. | 2017
- 2298
-
HJB equation based learning scheme for neural networksArora, Vipul / Behera, Laxmidhar / Reddy, Tharun Kumar / Yadav, Ajay Pratap et al. | 2017
- 2306
-
Supervised classification via constrained subspace and tensor sparse representationLiao, Liang / Maybank, Stephen John / Zhang, Yanning / Liu, Xin et al. | 2017
- 2314
-
Parallel dynamic search fireworks algorithm with linearly decreased dimension number strategy for solving conditional nonlinear optimal perturbationYan, Jinghao / Yuan, Shijin / Zhao, Junhui / Mu, Bin et al. | 2017
- 2322
-
Parametric identification of stochastic interaction networksBaili, Hana et al. | 2017
- 2330
-
State initialization for recurrent neural network modeling of time-series dataMohajerin, Nima / Waslander, Steven L. et al. | 2017
- 2338
-
A framework for benchmarking machine learning methods using linear models for univariate time series predictionSalles, Rebecca / Assis, Laura / Guedes, Gustavo / Bezerra, Eduardo / Porto, Fabio / Ogasawara, Eduardo et al. | 2017
- 2346
-
Adaptive learning method of recurrent temporal deep belief network to analyze time series dataIchimura, Takumi / Kamada, Shin et al. | 2017
- 2354
-
ℓ2-type regularization-based unsupervised anomaly detection from temporal dataBenkabou, Seif-Eddine / Benabdeslem, Khalid / Canitia, Bruno et al. | 2017
- 2362
-
Spatio-temporal cellular automata-based filtering for image sequence denoisingPriego, Blanca / Prieto, Abraham / Duro, Richard J. / Chanussot, Jocelyn et al. | 2017
- 2370
-
Tightly-coupled convolutional neural network with spatial-temporal memory for text classificationWang, Shiyao / Deng, Zhidong et al. | 2017
- 2377
-
Ensemble application of convolutional and recurrent neural networks for multi-label text categorizationChen, Guibin / Ye, Deheng / Xing, Zhenchang / Chen, Jieshan / Cambria, Erik et al. | 2017
- 2384
-
A character-based convolutional neural network for language-agnostic Twitter sentiment analysisWehrmann, Joonatas / Becker, Willian / Cagnini, Henry E. L. / Barros, Rodrigo C. et al. | 2017
- 2392
-
Sentiment analysis with the exploration of overall opinion sentencesPu, Xiaojia / Wu, Gangshan / Yuan, Chunfeng et al. | 2017
- 2400
-
A model of extended paragraph vector for document categorization and trend analysisLiu, Pengfei / Wu, King Keung / Meng, Helen et al. | 2017
- 2407
-
Photonic reservoir computer with output feedback for chaotic time series predictionAntonik, Piotr / Hermans, Michiel / Haelterman, Marc / Massar, Serge et al. | 2017
- 2414
-
Robustness of a memristor based liquid state machineSoures, Nicholas / Hays, Lydia / Kudithipudi, Dhireesha et al. | 2017
- 2421
-
A novel digital neuromorphic architecture efficiently facilitating complex synaptic response functions applied to liquid state machinesSmith, Michael R. / Hill, Aaron J. / Carlson, Kristofor D. / Vineyard, Craig M. / Donaldson, Jonathon / Follett, David R. / Follett, Pamela L. / Naegle, John H. / James, Conrad D. / Aimone, James B. et al. | 2017
- 2429
-
Reservoir computing & extreme learning machines using pairs of cellular automata rulesMcDonald, Nathan et al. | 2017
- 2437
-
Maximizing memory capacity of echo state networks with orthogonalized reservoirsFarkas, Igor / Gergel, Peter et al. | 2017
- 2443
-
Learning deterministic spiking neuron feedback controllersKang, Tae Seung / Banerjee, Arunava et al. | 2017
- 2451
-
INXS: Bridging the throughput and energy gap for spiking neural networksNarayanan, Surya / Shafiee, Ali / Balasubramonian, Rajeev et al. | 2017
- 2460
-
Image segmentation with stochastic magnetic tunnel junctions and spiking neuronsLiyanagedera, Chamika M. / Wijesinghe, Parami / Jaiswal, Akhilesh / Roy, Kaushik et al. | 2017
- 2469
-
BrainGrid+Workbench: High-performance/high-quality neural simulationStiber, Michael / Kawasaki, Fumitaka / Davis, Delmar B. / Asuncion, Hazeline U. / Lee, Jewel Yun-Hsuan / Boyer, Destiny et al. | 2017
- 2477
-
Generalized model of biological neural networks: Progressive operational perceptronsKiranyaz, Serkan / Ince, Turker / Iosifidis, Alexandros / Gabbouj, Moncef et al. | 2017
- 2486
-
Recursive autoconvolution for unsupervised learning of convolutional neural networksKnyazev, Boris / Barth, Erhardt / Martinetz, Thomas et al. | 2017
- 2494
-
FxpNet: Training a deep convolutional neural network in fixed-point representationChen, Xi / Hu, Xiaolin / Zhou, Hucheng / Xu, Ningyi et al. | 2017
- 2502
-
Accelerating convolutional neural networks by group-wise 2D-filter pruningYu, Niange / Qiu, Shi / Hu, Xiaolin / Li, Jianmin et al. | 2017
- 2510
-
Exploring optimized accelerator design for binarized convolutional neural networksUeyoshi, Kodai / Ando, Kota / Orimo, Kentaro / Ikebe, Masayuki / Asai, Tetsuya / Motomura, Masato et al. | 2017
- 2517
-
Transfer learning for automated optical inspectionKim, Seunghyeon / Kim, Wooyoung / Noh, Yung-Kyun / Park, Frank C. et al. | 2017
- 2525
-
Low and high level classification using stackingCovoes, Thiago Ferreira / Liang, Zhao et al. | 2017
- 2533
-
Improving the performance of neural networks in regression tasks using draweringZolna, Konrad et al. | 2017
- 2539
-
Top-down strategies for hierarchical classification of transposable elements with neural networksNakano, Felipe Kenji / Pinto, Walter Jose / Pappa, Gisele Lobo / Cerri, Ricardo et al. | 2017
- 2547
-
Ternary neural networks for resource-efficient AI applicationsAlemdar, Hande / Leroy, Vincent / Prost-Boucle, Adrien / Petrot, Frederic et al. | 2017
- 2555
-
Manifold learning with iterative dimensionality photo-projectionLuckehe, Daniel / Oehmcke, Stefan / Kramer, Oliver et al. | 2017
- 2562
-
Hexpo: A vanishing-proof activation functionKong, Shumin / Takatsuka, Masahiro et al. | 2017
- 2568
-
Potential layer-wise supervised learning for training multi-layered neural networksKamimura, Ryotaro et al. | 2017
- 2576
-
A quotient gradient method to train artificial neural networksKhodabandehlou, Hamid / Fadali, Mohammad Sami et al. | 2017
- 2582
-
ABiRCNN with neural tensor network for answer selectionHe, Xingwei / Xu, Hua / Sun, Xiaomin / Deng, Junhui / Li, Jia et al. | 2017
- 2590
-
Three-step DTZNN algorithm for time-varying linear matrix inequality solvingGuo, Dongsheng / Li, Aifen / Lin, Xinjie / Xu, Feng / Su, Zhaozhu et al. | 2017
- 2596
-
On the memory properties of recurrent neural modelsRussell, Arthur Jack / Benetos, Emmanouil / d'Avila Garcez, Artur et al. | 2017
- 2604
-
An alternative approach for binary and categorical self-organizing mapsSantana, Alessandra / Morais, Alessandra / Quiles, Marcos G. et al. | 2017
- 2611
-
On self-organizing maps for orienteering problemsFaigl, Jan et al. | 2017
- 2621
-
Are recurrent associative memories good models of decision making? Modelling discrimination decisions from different perspectivesHarding, Bradley / Goulet, Marc-Andre / Cousineau, Denis / Chartier, Sylvain et al. | 2017
- 2629
-
EnsembleSNN: Distributed assistive STDP learning for energy-efficient recognition in spiking neural networksPanda, Priyadarshini / Srinivasan, Gopalakrishnan / Roy, Kaushik et al. | 2017
- 2636
-
The effect of biologically-inspired mechanisms in spiking neural networks for neuromorphic implementationSchuman, Catherine D. et al. | 2017
- 2644
-
Comparison of echo state network output layer classification methods on noisy dataPrater, Ashley A. et al. | 2017
- 2652
-
Impact of biased mislabeling on learning with deep networksFard, Farzaneh S. / Hollensen, Paul / Mcilory, Stuart / Trappenberg, Thomas et al. | 2017
- 2658
-
A class-specific copy network for handling the rare word problem in neural machine translationWang, Feng / Chen, Wei / Yang, Zhen / Zhang, Xiaowei / xu, Shuang / Xu, Bo et al. | 2017
- 2665
-
Transforming sensor data to the image domain for deep learning — An application to footstep detectionSingh, Monit Shah / Pondenkandath, Vinaychandran / Zhou, Bo / Lukowicz, Paul / Liwickit, Marcus et al. | 2017
- 2673
-
Convolutional neural networks with multi-valued neuronsKominami, Yuki / Ogawa, Hideki / Murase, Kazuyuki et al. | 2017
- 2679
-
Noisy deep dictionary learning: Application to Alzheimer's Disease classificationMajumdar, Angshul / Singhal, Vanika et al. | 2017
- 2684
-
Improvement of learning for CNN with ReLU activation by sparse regularizationIde, Hidenori / Kurita, Takio et al. | 2017
- 2692
-
Optimization and evaluation of deep architectures for ambient awareness on a sidewalkYeasin, Mohammed / Ahmed, Faruk et al. | 2017
- 2698
-
Deep learning and block GoYen, Shi-Jim / Lin, Ching-Nung / Cheng, Guan-Lun / Chen, Jr-Chang et al. | 2017
- 2702
-
The RNN-ELM classifierVlontzos, Athanasios et al. | 2017
- 2708
-
A neuron-output-significant-index-based self-organization pruning algorithm for S-LINNDai, Lizhen / Yang, Gang / Yang, Hui / Lu, Rongxiu et al. | 2017
- 2716
-
Adaptive filtering based on extended kernel recursive maximum correntropyLuan, Shengyang / Qiu, Tianshuang / Principe, Jose C. et al. | 2017
- 2723
-
ADL: Active dictionary learning for sparse representationTang, Bo / Xu, Jin / He, Haibo / Man, Hong et al. | 2017
- 2730
-
A web-based tool for segmentation and automatic transcription of historical documentsSlimane, Fouad / Mazzei, Andrea / Topalov, Orlin / Verzi, Greta / Kaplan, Frederic et al. | 2017
- 2738
-
Low n-rank tensor log-linear models for classificationNelson, Caleb / Leake, Yulo / Hutchinson, Brian et al. | 2017
- 2743
-
Machine learning approaches for the prediction of obesity using publicly available genetic profilesMontanez, Casimiro Aday Curbelo / Fergus, Paul / Hussain, Abir / Al-Jumeily, Dhiya / Abdulaimma, Basma / Hind, Jade / Radi, Naeem et al. | 2017
- 2751
-
FEMaR: A finite element machine for regression problemsPereira, Danillo R. / Papa, Joao P. / Souza, Andre N. et al. | 2017
- 2758
-
Adversarial learning games with deep learning modelsChivukula, Aneesh Sreevallabh / Liu, Wei et al. | 2017
- 2768
-
Towards the discrimination of primary and secondary headache: An intelligent systems approachKeight, Robert / Al-Jumeily, Dhiya / Hussain, Abir Jaafar / Al-Jumeily, Mohammed / Mallucci, Conor et al. | 2017
- 2776
-
HMM-based gesture recognition system using kinect sensor for improvised human-computer interactionSaha, Sriparna / Lahiri, Rimita / Konar, Amit / Banerjee, Bonny / Nagar, Atulya K. et al. | 2017
- 2784
-
Projected clustering via robust orthogonal least square regression with optimal scalingZhang, Rui / Nie, Feiping / Li, Xuelong et al. | 2017
- 2792
-
Multi-view hard c-means with automated weighting of views and variablesde Araujo, Rodrigo C. / de Carvalho, Francisco de A. T. / Lechevallier, Yves et al. | 2017
- 2800
-
Interpreting multivariate membership degrees of fuzzy clustering methods: A strategyPimentel, Bruno A. / de Souto, Marcilio C. P. / de Souza, Renata M. C. R. et al. | 2017
- 2805
-
A neuro-based network for on-line topological map building and dynamic path planningChin, Wei Hong / Saputra, Azhar Aulia / Kubota, Naoyuki et al. | 2017
- 2811
-
The LICORS cabinet: Nonparametric light cone methods for spatio-temporal modelingMontanez, George D. / Shalizi, Cosma Rohilla et al. | 2017
- 2820
-
Mobile robot control based on hybrid neuro-fuzzy value gradient reinforcement learningAl-Dabooni, Seaar / Wunsch, Donald et al. | 2017
- 2828
-
Towards enabling deep learning techniques for adaptive dynamic programmingNi, Zhen / Malla, Naresh / Zhong, Xiangnan et al. | 2017
- 2836
-
Deep convolutional and recurrent writerGulshad, Sadaf / Kim, Jong-Hwan et al. | 2017
- 2843
-
An efficient semi-supervised SVM for anomaly detectionMontague, Paul / Kim, Junae et al. | 2017
- 2851
-
Two improved continuous bag-of-word modelsWang, Qi / Xu, Jungang / Chen, Hong / He, Ben et al. | 2017
- 2857
-
OMKT: Projection based bounded on-line multiple kernel trackerKumarasinghe, Prabhash / Suresh, Sundaram et al. | 2017
- 2865
-
Recent advances in video-based human action recognition using deep learning: A reviewWu, Di / Sharma, Nabin / Blumenstein, Michael et al. | 2017
- 2873
-
Object recognition using cellular simultaneous recurrent networks and convolutional neural networkAlom, Md Zahangir / Alam, M. / Taha, Tarek M. / Iftekharuddin, K. M. et al. | 2017
- 2881
-
Random fourier feature kernel recursive least squaresQin, Zhengda / Chen, Badong / Zheng, Nanning et al. | 2017
- 2887
-
Relevance effect: Exploiting Bayesian networks to improve supervised learningNobandegani, Ardavan S. / Kabbara, Jad / Psaromiligkos, Ioannis N. et al. | 2017
- 2894
-
Kernel group sparse representation based classifier for multimodal biometricsGoswami, Gaurav / Singh, Richa / Vatsa, Mayank / Majumdar, Angshul et al. | 2017
- 2902
-
Pose invariance through registration for hierarchical feature based pattern recognition systemsKhan, Noel / Elizondo, David / Passow, Benjamin N. / Hardaker, Pamela et al. | 2017
- 2911
-
Feature selection for biometrie recognition based on electrocardiogram signalsTeodoro, Felipe Gustavo Silva / Peres, Sarajane M. / Lima, Clodoaldo A. M. et al. | 2017
- 2921
-
EMNIST: Extending MNIST to handwritten lettersCohen, Gregory / Afshar, Saeed / Tapson, Jonathan / van Schaik, Andre et al. | 2017
- 2927
-
Improved maximum inner product search with better theoretical guaranteesKeivani, Omid / Sinha, Kaushik / Ram, Parikshit et al. | 2017
- 2935
-
SVRG with adaptive epoch sizeMin, Erxue / Zhao, Yawei / Long, Jun / Wu, Chengkun / Li, Kuan / Yin, Jianping et al. | 2017
- 2943
-
Temporal progression in functional connectivity determines individual differences in working memory capacityBashivan, Pouya / Yeasin, Mohammed / Bidelman, Gavin M. et al. | 2017
- 2950
-
A chaotic ring neural oscillator of three nonmonotonic neuronsHorikawa, Yo et al. | 2017
- 2956
-
The use of one-class classifiers for differentiating healthy from epileptic EEG segmentsOliva, Jefferson Tales / Rosa, Joao Luis Garcia et al. | 2017
- 2964
-
Signal coding and reconstruction using deterministic spiking neuronsKaya, Gokhan / Banerjee, Arunava et al. | 2017
- 2971
-
Training a two-choice decision-making model with environment feedbackWei, Hui / Bu, Yijie et al. | 2017
- 2979
-
Deteriorating neural connectivity of the hippocampal episodic memory network in mTBI patients: A cohort studyYan, Hao / Sun, Chuanzhu / Wang, Xiaocui / Bai, Lijun et al. | 2017
- 2987
-
Dynamic control using feedforward networks with adaptive delay and facilitating neural dynamicsNguyen, Khuong N. / Choe, Yoonsuck et al. | 2017
- 2995
-
Ensemble of classifiers applied to motor imagery task classification for BCI applicationsRamos, Alimed Celecia / Hernandez, Rene Gonzalez / Vellasco, Marley / Vellasco, Pedro et al. | 2017
- 3003
-
A wireless steady state visually evoked potential-based BCI eating assistive systemChiu, Ching-Yu / Singh, Avinash K / Wang, Yu-Kai / King, Jung-Tai / Lin, Chin-Teng et al. | 2017
- 3008
-
Brewing the first ever automatic memory management utility for SpiNNaker: Real-time garbage collection for STDP simulationsMikaitis, Mantas / Lester, David R et al. | 2017
- 3016
-
Exploiting the use of recurrent neural networks for driver behavior profilingCarvalho, Eduardo / Ferreira, Bruno V. / Ferreira, Jair / de Souza, Cleidson / Carvalho, Hanna V. / Suhara, Yoshihiko / Pentland, Alex Sandy / Pessin, Gustavo et al. | 2017
- 3022
-
In vivo classification of inflammation in blood vessels with convolutional neural networksMcIlroy, Stuart / Kubo, Yoshimasa / Trappenberg, Thomas / Toguri, James / Lehmann, Christian et al. | 2017
- 3028
-
An investigation of high-resolution modeling units of deep neural networks for acoustic scene classificationBao, Xiao / Gao, Tian / Du, Jun / Dai, Li-Rong et al. | 2017
- 3036
-
Detection of motorcyclists without helmet in videos using convolutional neural networkVishnu, C. / Singh, Dinesh / Mohan, C. Krishna / Babu, Sobhan et al. | 2017
- 3042
-
Fast diagnosis of bowel activitiesHuang, Yi / Song, Insu / Rana, Priyanka / Koh, Guan et al. | 2017
- 3050
-
A comparative study of complexity of handwritten Bharati characters with that of major Indian scriptsNaik, Manali / Chakravarthy, V. Srinivasa et al. | 2017
- 3058
-
The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual featuresMcWhirter, Paul R. / Steele, Iain A. / Al-Jumeily, Dhiya / Hussain, Abir / Vellasco, Marley M. B. R. et al. | 2017
- 3066
-
Weighted numerical and categorical attribute clustering in data streamsLiang, Wen-Bin / Wang, Chang-Dong / Lai, Jian-Huang et al. | 2017
- 3073
-
Toward virtual data scientist with visual meansKovalerchuk, Boris / Kovalerchuk, Michael et al. | 2017
- 3081
-
Phonetic state relation graph regularized deep neural network for robust acoustic modelChung, Hoon / Oh, Yoo Rhee / Lee, Sung Joo / Park, Jeon Gue et al. | 2017
- 3086
-
Small-footprint convolutional neural network for spoofing detectionDinkel, Heinrich / Qian, Yanmin / Yu, Kai et al. | 2017
- 3092
-
Biomorphic modeling of phoneme identification and classification based on an evolving fuzzy-neural network: From hardcomputing to softcomputingMalcangi, Mario / Quan, Hao / Grew, Philip et al. | 2017
- 3098
-
Biologically inspired reinforcement learning for mobile robot collision avoidanceShim, Myung Seok / Li, Peng et al. | 2017
- 3106
-
MLMVN as an intelligent image filterAizenberg, Igor / Ordukhanov, Alan / O'Boy, Fionntan et al. | 2017
- 3114
-
Comprehensive study of features for subject-independent emotion recognitionAshutosh, A. / Savitha, R. / Suresh, S. et al. | 2017
- 3122
-
Helicopter load signal and fatigue life estimation using low dimensional spacesCheung, Catherine / Valdes, Julio J. / Rubio, Alejandro Lehman et al. | 2017
- 3130
-
Semi-supervised saliency classifier based on a linear feedback control system modelHuo, Shuwei / Zhou, Yuan / Kung, Sun-Yuan et al. | 2017
- 3138
-
Adaptive learning based driving episode description on category mapsMadokoro, Hirokazu / Sato, Kazuhito / Nakasho, Kazuhisa / Shimoi, Nobuhiro et al. | 2017
- 3146
-
Structural superpixel descriptor for visual trackingHuang, Wenjun / Hu, Ruimin / Liang, Chao / Ruan, Weijian / Luo, Bo et al. | 2017
- 3153
-
Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compressionNguyen, Binh / Nguyen, Dang / Ma, Wanli / Tran, Dat et al. | 2017
- 3161
-
Multi-Bernoulli filter for group object tracking and its Gaussian-Wishart implementationKangin, Dmitry / Markarian, Garik et al. | 2017
- 3169
-
Guide-wire detection using region proposal network for X-ray image-guided navigationWang, Li / Xie, Xiao-Liang / Bian, Gui-Bin / Hou, Zeng-Guang / Cheng, Xiao-Ran / Prasong, Pusit et al. | 2017
- 3176
-
Predicting evolving chaotic time series with fuzzy neural networksXing, Frank Z. / Cambria, Erik / Zou, Xiaomei et al. | 2017
- 3184
-
Information and knowing when to forget itSharma, Rohit / Arandjelovic, Ognjen et al. | 2017
- 3191
-
State space reconstruction from noisy nonlinear time series: An autoencoder-based approachJiang, He / He, Haibo et al. | 2017
- 3199
-
Symbolic representations of time series applied to biometric recognition based on ECG signalsdos Santos Passos, Henrique / Teodoro, Felipe Gustavo Silva / Duru, Bruno Matarazzo / de Oliveira, Edenilton Lima / Peres, Sarajane M. / Lima, Clodoaldo A. M. et al. | 2017
- 3208
-
Aspect-based sentiment analysis using ABPCS model and SVMPperf in Chinese reviewsBao, Yuxiang / Xu, Hua / Jia, Fei / Bai, Xiaoli et al. | 2017
- 3216
-
Text clustering using enhanced PLSA with word correlationZuo, Qian / Wang, Chang-Dong / Lai, Jian-Huang et al. | 2017
- 3224
-
Fuzzy controlled VSC of battery storage system for seamless transition of microgrid between grid-tied and islanded modeShah, Chinmay / Abolhassani, Mehdi / Malki, Heidar et al. | 2017
- 3228
-
Prediction of residual power peaks in industrial microgrids using artificial neural networksVogt, Thorsten / Weber, Daniel / Wallscheid, Oliver / Bocker, Joachim et al. | 2017
- 3236
-
A first approach using neural network to estimating soil bulk density of Urucu basin in Central Amazon-BrazilMoreira, Tayana / Brandao, D. N. / Haddad, D. B. / Ceddia, M. B. / Pinheiro, E. F. M. / Oliveira, R. F. et al. | 2017
- 3240
-
Mining unstructured processes: An exploratory study on a distance learning domainMaita, Ana R. C. / Fantinato, Marcelo / Peres, Sarajane M. / Thom, Lucineia H. / Hung, Patrick C. K. et al. | 2017
- 3248
-
Regression-forests-based estimation of blood pressure using the pulse transit time obtained by facial photoplethysmogramYoshioka, Mototaka / Bounyong, Souksakhone et al. | 2017
- 3254
-
Constrained LMS for dynamic flow networksEftaxias, Konstantinos / Took, Clive Cheong / Venturini, Bruno / Arscott, David et al. | 2017
- 3259
-
Integrative computing method for the prediction of zinc-binding sites in proteinsLi, Hui / Pi, Dechang / Liang, Yinghong / Chen, Chuanming / Liu, Yongzhi et al. | 2017
- 3265
-
Investigating the effects of class imbalance in learning the claim authorization process in the Brazilian health care marketCassimiro, Jackson Cunha / Santana, Andre Macedo / Neto, Pedro Santos / Rabelo, Ricardo Lira et al. | 2017
- 3273
-
A language-independent hybrid approach for multi-word expression extractionLiang, Yinghong / Tan, Hongye / Li, Hui / Wang, Zhigang / Gui, Wenming et al. | 2017
- 3280
-
Learning user distance from multiple social networksLiu, Yufei / Pi, Dechang / Cui, Lin et al. | 2017
- 3288
-
Clickthrough refinement for improved graph rankingHe, Yu / Wu, Jun / Wang, Haishuai et al. | 2017
- 3296
-
Deep learning inspired prognostics scheme for applications generating big dataKrishnan, R. / Jagannathan, S. / Samaranayake, V.A. et al. | 2017
- 3303
-
Critical clearing time prediction using recurrent neural networksFolly, Komla A / Olulope, Paul K. / Venayagamoorthy, Ganesh K. et al. | 2017
- 3310
-
Constrained versus unconstrained learning in generalized recurrent network for image processingVidyaratne, L. / Alam, M. / Anderson, J. K. / Iftekharuddin, K. M. et al. | 2017
- 3318
-
A continuous hopfield neural network based on dynamic step for the traveling salesman problemZhong, Chunni / Luo, Chaomin / Chu, Zhenzhong / Gan, Wenyang et al. | 2017
- 3324
-
Acoustic novelty detection with adversarial autoencodersPrincipi, Emanuele / Vesperini, Fabio / Squartini, Stefano / Piazza, Francesco et al. | 2017
- 3331
-
Domain adaptation of POS taggers without handcrafted featuresRodrigues, Irving M. / Fernandes, Eraldo R. / dos Santos, Cicero N. et al. | 2017
- 3339
-
Scaling up deep reinforcement learning for multi-domain dialogue systemsCuayahuitl, Heriberto / Yu, Seunghak / Williamson, Ashley / Carse, Jacob et al. | 2017
- 3347
-
Kernel and random extreme learning machine applied to submersible motor pump fault diagnosisRauber, Thomas Walter / Oliveira-Santos, Thiago / de Assis Boldt, Francisco / Rodrigues, Alexandre / Varejao, Flavio M. / Ribeiro, Marcos Pellegrini et al. | 2017
- 3355
-
A multistage collaborative filtering method for fall detectionXie, Tao / Chen, Yiqiang / Hu, Lisha / Gao, Chenlong / Hu, Chunyu / Shen, Jianfei et al. | 2017
- 3363
-
Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agentsdel Campo, Ines / Martinez, Victoria / Orosa, Flavia / Echanobe, Javier / Asua, Estibalitz / Basterretxea, Koldo et al. | 2017
- 3371
-
Extreme learning machine as a generalizable classification engineZyarah, Abdullah M. / Kudithipudi, Dhireesha et al. | 2017
- 3377
-
Cellular computational extreme learning machine network based frequency predictions in a power systemJayawardene, Iroshani / Venayagamoorthy, Ganesh K. et al. | 2017
- 3385
-
A robust method for the interpretation of genomic dataHind, Jade / Hussain, Abir / Al-jumeily, Dhiya / Abdulaimma, Basma / Montanez, Casimiro Aday Curbelo / Lisboa, Paulo et al. | 2017
- 3391
-
A support vector machine approach to identification of proteins relevant to learning in a mouse model of Down SyndromeEicher, Tara / Sinha, Kaushik et al. | 2017
- 3399
-
Short-term plasticity in a liquid state machine biomimetic robot arm controllerde Azambuja, R. / Klein, F. B. / Adams, S. V. / Stoelen, M. F. / Cangelosi, A. et al. | 2017
- 3409
-
STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar modelAmirsoleimani, Amirali / Ahmadi, Majid / Ahmadi, Arash et al. | 2017
- 3415
-
Computational paradigms using oscillatory networks based on state-transition devicesParihar, Abhinav / Shukla, Nikhil / Jerry, Matthew / Datta, Suman / Raychowdhury, Arijit et al. | 2017
- 3423
-
A randomized neural network for data streamsPratama, Mahardhika / Angelov, Plamen P. / Lu, Jie / Lughofer, Edwin / Seera, Manjeevan / Lim, C. P. et al. | 2017
- 3431
-
Structure-based fitness prediction for the variable-structure DANNA neuromorphic architectureKlibisz, Aleksander / Bruer, Grant / Plank, James S. / Schuman, Catherine D. et al. | 2017
- 3439
-
Analog hardware implementation of spike-based delayed feedback reservoir computing systemLi, Jialing / Zhao, Chenyuan / Hamedani, Kian / Yi, Yang et al. | 2017
- 3447
-
Paving the way for providing teaching feedback in automatic evaluation of open response assignmentsBolon-Canedo, Veronica / Diez, Jorge / Luaces, Oscar / Bahamonde, Antonio / Alonso-Betanzos, Amparo et al. | 2017
- 3454
-
Prediction of graduation delay based on student performanceOjha, Tushar / Heileman, Gregory L. / Martinez-Ramon, Manel / Slim, Ahmad et al. | 2017
- 3461
-
Convolutional gated recurrent neural network incorporating spatial features for audio taggingXu, Yong / Kong, Qiuqiang / Huang, Qiang / Wang, Wenwu / Plumbley, Mark D. et al. | 2017
- 3467
-
Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measureSabathe, Romain / Coutinho, Eduardo / Schuller, Bjorn et al. | 2017
- 3475
-
Audio event and scene recognition: A unified approach using strongly and weakly labeled dataRaj, Bhiksha / Kumar, Anurag et al. | 2017
- 3483
-
On the use of deep recurrent neural networks for detecting audio spoofing attacksScardapane, Simone / Stoffl, Lucas / Rohrbein, Florian / Uncini, Aurelio et al. | 2017
- 3491
-
Multi-sense based neural machine translationYang, Zhen / Chen, Wei / Wang, Feng / Xu, Bo et al. | 2017
- 3498
-
Learning from semantically dependent multi-tasksLiu, Bin / Xu, Zenglin / Dai, Bo / Bai, Haoli / Fang, Xianghong / Ren, Yazhou / Zhe, Shandian et al. | 2017
- 3506
-
Incorporating loose-structured knowledge into conversation modeling via recall-gate LSTMXu, Zhen / Liu, Bingquan / Wang, Baoxun / Sun, Chengjie / Wang, Xiaolong et al. | 2017
- 3514
-
Using synthetic data to train neural networks is model-based reasoningLe, Tuan Anh / Baydin, Atilim Giines / Zinkov, Robert / Wood, Frank et al. | 2017
- 3522
-
Enabling bio-plausible multi-level STDP using CMOS neurons with dendrites and bistable RRAMsWu, Xinyu / Saxena, Vishal et al. | 2017
- 3527
-
On-chip training of memristor based deep neural networksHasan, Raqibul / Taha, Tarek M. / Yakopcic, Chris et al. | 2017
- 3535
-
Interpretability of artificial hydrocarbon networks for breast cancer classificationPonce, Hiram / de Lourdes Martinez-Villasenor, Ma et al. | 2017
- 3543
-
Cognitive domain ontologies on the TrueNorth neurosynaptic systemRahman, Nayim / Atahary, Tanvir / Taha, Tarek / Douglass, Scott et al. | 2017
- 3551
-
Similarities and differences between stimulus tuning in the inferotemporal visual cortex and convolutional networksTripp, Bryan P. et al. | 2017
- 3561
-
Odor recognition in an attractor network model of the mammalian olfactory cortexHerman, Pawel Andrzej / Benjaminsson, Simon / Lansner, Anders et al. | 2017
- 3569
-
Collective discovery of brain networks with unknown groupsLiu, Xinyue / Kong, Xiangnan / Yu, Philip S. et al. | 2017
- 3577
-
A biologically inspired neuronal model of reward prediction error computationKaushik, Pramod S. / Carrere, Maxime / Alexandre, Frederic / Raju, Surampudi Bapi et al. | 2017
- 3585
-
A fast method for saliency detection by back-propagating a convolutional neural network and clamping its partial outputsPan, Hengyue / Jiang, Hui et al. | 2017
- 3593
-
Identifying spatial relations in images using convolutional neural networksHaldekar, Mandar / Ganesan, Ashwinkumar / Oates, Tim et al. | 2017
- 3601
-
Connecting deep neural networks with symbolic knowledgeKumar, Arjun / Oates, Tim et al. | 2017
- 3609
-
Convolutional sparse coding on neurosynaptic cognitive systemAlom, Md Zahangir / Van Essen, Brian / Moody, Adam T. / Widemann, David Peter / Taha, Tarek M. et al. | 2017
- 3617
-
Label confidence based AdaBoost algorithmLuo, Zhe / Dang, Xin / Chen, Yixin et al. | 2017
- 3625
-
Toward abstraction from multi-modal data: Empirical studies on multiple time-scale recurrent modelsZhong, Junpei / Cangelosi, Angelo / Ogata, Tetsuya et al. | 2017
- 3633
-
Self-training with adaptive regularization for S3VMCheung, Edward / Li, Yuying et al. | 2017
- 3641
-
Universum learning for SVM regressionDhar, Sauptik / Cherkassky, Vladimir et al. | 2017