Structured Prediction for Object Detection in Deep Neural Networks (English)
- New search for: Schulz, H.
- New search for: Behnke, S.
- New search for: Schulz, H.
- New search for: Behnke, S.
- New search for: Wermter, Stefan
In:
Artificial neural networks and machine learning - ICANN 2014
8681
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395-402
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2014
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ISBN:
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ISSN:
- Conference paper / Print
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Title:Structured Prediction for Object Detection in Deep Neural Networks
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Contributors:
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Conference:International conference; 24th, Artificial neural networks and machine learning - ICANN 2014 ; 2014 ; Hamburg, Germany
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Published in:Artificial neural networks and machine learning - ICANN 2014 , 8681 ; 395-402LECTURE NOTES IN COMPUTER SCIENCE , 8681 ; 395-402
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2014-01-01
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Size:8 pages
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Remarks:Includes bibliographical references and index. Also issued online.
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ISBN:
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ISSN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Keywords:
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Source:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence LearningOtte, S. / Liwicki, M. / Zell, A. et al. | 2014
- 9
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Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNNMurata, S. / Arie, H. / Ogata, T. / Tani, J. / Sugano, S. et al. | 2014
- 17
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Regularized Recurrent Neural Networks for Data Efficient Dual-Task LearningSpieckermann, S. / Dull, S. / Udluft, S. / Runkler, T. et al. | 2014
- 25
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On-line Training of ESN and IP Tuning EffectKoprinkova-Hristova, P. et al. | 2014
- 33
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An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State NetworksHinaut, X. / Wermter, S. et al. | 2014
- 41
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Memory Capacity of Input-Driven Echo State Networks at the Edge of ChaosBarancok, P. / Farkas, I. et al. | 2014
- 49
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Adaptive Critical Reservoirs with Power Law Forgetting of Unexpected Input SequencesMayer, N.M. et al. | 2014
- 57
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Interactive Evolving Recurrent Neural Networks Are Super-Turing UniversalCabessa, J. / Villa, A.E.P. et al. | 2014
- 65
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Attractor Metadynamics in Adapting Neural NetworksGros, C. / Linkerhand, M. / Walther, V. et al. | 2014
- 73
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Basic Feature Quantities of Digital Spike MapsYamaoka, H. / Horimoto, N. / Saito, T. et al. | 2014
- 81
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Discriminative Fast Soft Competitive LearningSchleif, F.-M. et al. | 2014
- 89
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Human Action Recognition with Hierarchical Growing Neural Gas LearningParisi, G.I. / Weber, C. / Wermter, S. et al. | 2014
- 97
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Real-Time Anomaly Detection with a Growing Neural GasWaniek, N. / Bremer, S. / Conradt, J. et al. | 2014
- 105
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Classification with Reject Option Using the Self-Organizing MapSousa, R. / da Rocha Neto, A.R. / Cardoso, J.S. / Barreto, G.A. et al. | 2014
- 113
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A Non-parametric Maximum Entropy ClusteringHino, H. / Murata, N. et al. | 2014
- 121
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Instance Selection Using Two Phase Collaborative Neighbor RepresentationDornaika, F. / Aldine, I.K. et al. | 2014
- 129
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Global Metric Learning by Gradient DescentHocke, J. / Martinetz, T. et al. | 2014
- 137
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Leaving Local Optima in Unsupervised Kernel RegressionLuckehe, D. / Kramer, O. et al. | 2014
- 145
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An Algorithm for Directed Graph EstimationHino, H. / Noda, A. / Tatsuno, M. / Akaho, S. / Murata, N. et al. | 2014
- 153
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Merging Strategy for Local Model Networks Based on the Lolimot AlgorithmFischer, T. / Nelles, O. et al. | 2014
- 161
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Factor Graph Inference Engine on the SpiNNaker Neural Computing SystemSugiarto, I. / Conradt, J. et al. | 2014
- 169
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High-Dimensional Binary Pattern Classification by Scalar Neural Network TreeKryzhanovsky, V. / Malsagov, M. / Tomas, J.A.C. / Zhelavskaya, I. et al. | 2014
- 177
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Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural TransitionsReyes-Ortiz, J.-L. / Oneto, L. / Ghio, A. / Sama, A. / Anguita, D. / Parra, X. et al. | 2014
- 185
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sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action RecognitionGuthier, T. / Sosic, A. / Willert, V. / Eggert, J. et al. | 2014
- 193
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Interactive Language Understanding with Multiple Timescale Recurrent Neural NetworksHeinrich, S. / Wermter, S. et al. | 2014
- 201
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A Neural Dynamic Architecture Resolves Phrases about Spatial Relations in Visual ScenesRichter, M. / Lins, J. / Schneegans, S. / Schoner, G. et al. | 2014
- 209
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Chinese Image Character Recognition Using DNN and Machine Simulated Training SamplesBai, J. / Chen, Z. / Feng, B. / Xu, B. et al. | 2014
- 217
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Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBNGoel, K. / Vohra, R. / Sahoo, J.K. et al. | 2014
- 225
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On Improving the Classification Capability of Reservoir Computing for Arabic Speech RecognitionAlalshekmubarak, A. / Smith, L.S. et al. | 2014
- 233
-
Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF SensorsKopinski, T. / Gepperth, A. / Geisler, S. / Handmann, U. et al. | 2014
- 241
-
Sparse Single-Hidden Layer Feedforward Network for Mapping Natural Language Questions to SQL QueriesLaradji, I.H. / Ghouti, L. / Saleh, F. / AlTurki, M.A. et al. | 2014
- 249
-
Towards Context-Dependence Eye Movements Prediction in Smart Meeting RoomsMohammed, R.A.A. / Schwabe, L. / Staadt, O. et al. | 2014
- 257
-
Variational EM Learning of DSBNs with Conditional Deep Boltzmann MachinesZhang, X. / Lyu, S. et al. | 2014
- 265
-
Improving Deep Neural Network Performance by Reusing Features Trained with Transductive TransferenceKandaswamy, C. / Silva, L.M. / Alexandre, L.A. / Santos, J.M. / de Sa, J.M. et al. | 2014
- 273
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From Maxout to Channel-Out: Encoding Information on Sparse PathwaysWang, Q. / JaJa, J. et al. | 2014
- 281
-
Minimizing Computation in Convolutional Neural NetworksCong, J. / Xiao, B. et al. | 2014
- 291
-
One-Shot Learning with Feedback for Multi-layered Convolutional NetworkFukushima, K. et al. | 2014
- 299
-
Row-Action Projections for Nonnegative Matrix FactorizationZdunek, R. et al. | 2014
- 307
-
Structure Perturbation Optimization for Hopfield-Type Neural NetworksYang, G. / Li, X. / Xu, J. / Jin, Q. et al. | 2014
- 315
-
Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter SpaceSatoh, S. / Nakano, R. et al. | 2014
- 323
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Mix-Matrix Transformation Method for Max-Cut ProblemKarandashev, I. / Kryzhanovsky, B. et al. | 2014
- 331
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Complexity of Shallow Networks Representing Functions with Large VariationsKurkova, V. / Sanguineti, M. et al. | 2014
- 339
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Visualizing Hierarchical Representation in a Multilayered Restricted RBF NetworkHartono, P. / Hollensen, P. / Trappenberg, T. et al. | 2014
- 347
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Contingent Features for Reinforcement LearningSprague, N. et al. | 2014
- 355
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A Non-stationary Infinite Partially-Observable Markov Decision ProcessChatzis, S.P. / Kosmopoulos, D. et al. | 2014
- 363
-
Tool-Body Assimilation Model Based on Body Babbling and a Neuro-Dynamical System for Motion GenerationTakahashi, K. / Ogata, T. / Tjandra, H. / Murata, S. / Arie, H. / Sugano, S. et al. | 2014
- 371
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A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning RequirementsStrahl, J. / Honkela, T. / Wagner, P. et al. | 2014
- 379
-
Sensorimotor Control Learning Using a New Adaptive Spiking Neuro-Fuzzy Machine, Spike-IDS and STDPFirouzi, M. / Shouraki, S.B. / Conradt, J. et al. | 2014
- 387
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Model-Based Identification of EEG Markers for Learning Opportunities in an Associative Learning Task with Delayed FeedbackPutze, F. / Holt, D.V. / Schultz, T. / Funke, J. et al. | 2014
- 395
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Structured Prediction for Object Detection in Deep Neural NetworksSchulz, H. / Behnke, S. et al. | 2014
- 403
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A Multichannel Convolutional Neural Network for Hand Posture RecognitionBarros, P. / Magg, S. / Weber, C. / Wermter, S. et al. | 2014
- 411
-
A Two-Stage Classifier Architecture for Detecting Objects under Real-World Occlusion PatternsStruwe, M. / Hasler, S. / Bauer-Wersing, U. et al. | 2014
- 419
-
Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual FeaturesXiong, H. / Szedmak, S. / Rodriguez-Sanchez, A. / Piater, J. et al. | 2014
- 427
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Online Learning of Invariant Object Recognition in a Hierarchical Neural NetworkLessmann, M. / Wurtz, R.P. et al. | 2014
- 435
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Incorporating Scale Invariance into the Cellular Associative Neural NetworkBurles, N. / O Keefe, S. / Austin, J. et al. | 2014
- 443
-
Shape from Shading by Model Inclusive Learning with Simultaneously Estimating Reflection ParametersKuroe, Y. / Kawakami, H. et al. | 2014
- 451
-
Instance-Based Object Recognition with Simultaneous Pose Estimation Using Keypoint Maps and Neural DynamicsLomp, O. / Terzic, K. / Faubel, C. / Buf, J.M.H.d. / Schoner, G. et al. | 2014
- 459
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How Visual Attention and Suppression Facilitate Object Recognition?Beuth, F. / Jamalian, A. / Hamker, F.H. et al. | 2014
- 467
-
Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed InputNagano, Y. / Watanabe, N. / Aoyama, A. et al. | 2014
- 475
-
Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal CalibrationDias, K. / Windeatt, T. et al. | 2014
- 483
-
Global and Local Rejection Option in Multi-classification TaskLuckner, M. et al. | 2014
- 491
-
Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction AlgorithmHayashi, Y. / Tanaka, Y. / Fujisawa, S. / Izawa, T. et al. | 2014
- 499
-
Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian FunctionHara, K. / Katahira, K. et al. | 2014
- 507
-
Fast Sensitivity-Based Training of BP-NetworksMrazova, I. / Petrickova, Z. et al. | 2014
- 515
-
Learning Anisotropic RBF KernelsAiolli, F. / Donini, M. et al. | 2014
- 523
-
Empowering Imbalanced Data in Supervised Learning: A Semi-supervised Learning ApproachAlmogahed, B.A. / Kakadiaris, I.A. et al. | 2014
- 531
-
A Geometrical Approach for Parameter Selection of Radial Basis Functions NetworksTorres, L.C.B. / Lemos, A.P. / Castro, C.L. / Braga, A.P. et al. | 2014
- 539
-
Sampling Hidden Parameters from Oracle DistributionSonoda, S. / Murata, N. et al. | 2014
- 547
-
Incremental Input Variable Selection by Block Addition and Block DeletionAbe, S. et al. | 2014
- 555
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A CFS-Based Feature Weighting Approach to Naive Bayes Text ClassifiersWang, S. / Jiang, L. / Li, C. et al. | 2014
- 563
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Local Rejection Strategies for Learning Vector QuantizationFischer, L. / Hammer, B. / Wersing, H. et al. | 2014
- 571
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Efficient Adaptation of Structure Metrics in Prototype-Based ClassificationMokbel, B. / Paassen, B. / Hammer, B. et al. | 2014
- 579
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Improved Adaline Networks for Robust Pattern ClassificationMattos, C.L.C. / Santos, J.D.A. / Barreto, G.A. et al. | 2014
- 587
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Learning under Concept Drift with Support Vector MachinesAyad, O. et al. | 2014
- 595
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Two Subspace-Based Kernel Local Discriminant EmbeddingDornaika, F. / Bosaghzadeh, A. et al. | 2014
- 603
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Coupling Gaussian Process Dynamical Models with Product-of-Experts KernelsVelychko, D. / Endres, D. / Taubert, N. / Giese, M.A. et al. | 2014
- 611
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A Deep Dynamic Binary Neural Network and Its Application to Matrix ConvertersMoriyasu, J. / Saito, T. et al. | 2014
- 619
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Improving Humanoid Robot Speech Recognition with Sound Source LocalisationDavila-Chacon, J. / Twiefel, J. / Liu, J. / Wermter, S. et al. | 2014
- 627
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Control of UPOs of Unknown Chaotic Systems via ANNKhelifa, A.M. / Boukabou, A. et al. | 2014
- 635
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Event-Based Visual Data Sets for Prediction Tasks in Spiking Neural NetworksGibson, T. / Heath, S. / Quinn, R.P. / Lee, A.H. / Arnold, J.T. / Sonti, T.S. / Whalley, A. / Shannon, G.P. / Song, B.T. / Henderson, J.A. et al. | 2014
- 643
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Modeling of Chaotic Time Series by Interval Type-2 NEO-Fuzzy Neural NetworkTodorov, Y. / Terziyska, M. et al. | 2014
- 651
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Excitation/Inhibition Patterns in a System of Coupled Cortical ColumnsMalagarriga, D. / Villa, A.E.P. / Garcia-Ojalvo, J. / Pons, A.J. et al. | 2014
- 659
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Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural NetworkJitsev, J. et al. | 2014
- 667
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Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm OptimizationSoares, A.M. / Fernandes, B.J.T. / Bastos-Filho, C.J.A. et al. | 2014
- 675
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Bio-mimetic Path Integration Using a Self Organizing Population of Grid CellsSinha, A. / Wang, J.J. et al. | 2014
- 683
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Learning Spatial Transformations Using Structured Gain-Field NetworksKneissler, J. / Butz, M.V. et al. | 2014
- 691
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Flexible Cue Integration by Line Attraction Dynamics and Divisive NormalizationFirouzi, M. / Glasauer, S. / Conradt, J. et al. | 2014
- 699
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Learning to Look: A Dynamic Neural Fields Architecture for Gaze Shift GenerationBell, C. / Storck, T. / Sandamirskaya, Y. et al. | 2014
- 707
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Skeleton Model for the Neurodynamics of Visual Action RepresentationsGiese, M.A. et al. | 2014
- 715
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Latency-Based Probabilistic Information Processing in Recurrent Neural HierarchiesGepperth, A. / Lefort, M. et al. | 2014
- 723
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Factors Influencing Polychronous Group Sustainability as a Model of Working MemoryIoannou, P. / Casey, M. / Gruning, A. et al. | 2014
- 733
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Pre- and Postsynaptic Properties Regulate Synaptic Competition through Spike-Timing-Dependent PlasticityIto, H. / Kitano, K. et al. | 2014
- 741
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Location-Dependent Dendritic Computation in a Modeled Striatal Projection NeuronZheng, Y. / Schwabe, L. / Plotkin, J.L. et al. | 2014
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Classifying Spike Patterns by Reward-Modulated STDPGardner, B. / Sporea, I. / Gruning, A. et al. | 2014
- 757
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Quantifying the Effect of Meaning Variation in Survey AnalysisSintonen, H. / Raitio, J. / Honkela, T. et al. | 2014
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Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICAMatsuda, Y. / Yamaguchi, K. / Nishioka, K.-i. et al. | 2014
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Content-Boosted Restricted Boltzmann Machine for RecommendationLiu, Y. / Tong, Q. / Du, Z. / Hu, L. et al. | 2014
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Financial Self-Organizing MapsResta, M. et al. | 2014
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RatSLAM on Humanoids - A Bio-Inspired SLAM Model Adapted to a Humanoid RobotMuller, S. / Weber, C. / Wermter, S. et al. | 2014
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Precise Wind Power Prediction with SVM Ensemble RegressionHeinermann, J. / Kramer, O. et al. | 2014
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Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of Partial Concentrations of Salts in Multi-component Water SolutionsDolenko, S. / Burikov, S. / Dolenko, T. / Efitorov, A. / Gushchin, K. / Persiantsev, I. et al. | 2014
- 813
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Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z~5)Fernandes, B.J.T. / Rativa, D. et al. | 2014
- 821
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Development of a Dynamically Extendable SpiNNaker Chip Computing ModuleAraujo, R. / Waniek, N. / Conradt, J. et al. | 2014
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The Importance of Physiological Noise Regression in High Temporal Resolution fMRIScheel, N. / Chang, C. / Mamlouk, A.M. et al. | 2014
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Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for ClassificationMasood, A. / Al-Jumaily, A.A. / Adnan, T. et al. | 2014
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Entrepreneurship Support Based on Mixed Bio-Artificial Neural Network-Simulator (ESBBANN)Fedriani, E.M. / Chaves-Maza, M. et al. | 2014
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Live Demonstration: Real-Time Motor Rotation Frequency Detection by Spike-Based Visual and Auditory Sensory Fusion on AER and FPGARios-Navarro, A. / Jimenez-Fernandez, A. / Cerezuela-Escudero, E. / Rivas, M. / Jimenez-Moreno, G. / Linares-Barranco, A. et al. | 2014