IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2022) : proceedings of technical papers : June 13-15, 2022, Songdo Convensia, Incheon, Korea (English)
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2022
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Title:IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2022) : proceedings of technical papers : June 13-15, 2022, Songdo Convensia, Incheon, Korea
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Additional title:2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
"Intelligent technologyin the post-pandemic era" -
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Conference:IEEE International Conference on Artificial Intelligence Circuits and Systems ; 2022 ; Incheon; Online
AICAS ; 2022 ; Incheon; Online -
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Place of publication:[Piscataway, NJ]
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Publication date:2022
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"AICAS 2022 will be held as a hybrid conference offering the on-site and virtual versions" - Homepage der Konferenz
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Type of media:Conference Proceedings
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Type of material:Electronic Resource
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Language:English
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BKL: 54.72 Künstliche Intelligenz -
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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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ANOLUF: A Feature Selection and Channel Selection Methodology for Medical Event-DetectionRanjandish, Reza et al. | 2022
- 1
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Copyright Page| 2022
- 1
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Front Page| 2022
- 1
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Low-current, highly linear synaptic memory device based on MoS2 transistors for online training and inferenceFarronato, Matteo / Melegari, Margherita / Ricci, Saverio / Hashemkani, Shahin / Compagnoni, Christian Monzio / Ielmini, Daniele et al. | 2022
- 1
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Deep Learning-based Real-time Segmentation for Edge Computing DevicesKwak, Jaeho / Yu, Hyunwoo / Cho, Yubin / Kang, Sukju / Cho, Jaechan / Park, Jun-Young / Lee, Ji-Won et al. | 2022
- 1
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An Architecture of Sparse Length Sum Accelerator in AxDIMMKang, Shin-haeng / Kim, Byeongho / Lee, Sukhan / Sohn, Kyomin et al. | 2022
- 1
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Characteristic Comparison of Korean Unstructured Dialogue Corpora by Morphological AnalysisMoon, Seona / Shin, Saim / Kim, San / Jung, Minyoung / Jang, Jin Yea et al. | 2022
- 1
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Sponsors| 2022
- 1
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A single-stage detector of cerebral microbleeds using 3D feature fused region proposal network (FFRP-Net)Kim, Jun-Ho / Al-masni, Mohammed A. / Lee, Hae-Joon / Choi, Yoon-Seok / Kim, Dong-Hyun et al. | 2022
- 1
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Cover Page| 2022
- 1
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Memristor-Based In-Circuit Computation for Trace-Based STDPWang, Deyu / Xu, Jiawei / Li, Feng / Zhang, Lianhao / Wang, Yuning / Lansner, Anders / Hemani, Ahmed / Zheng, Li-Rong / Zou, Zhuo et al. | 2022
- 5
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Energy-Efficient High-Accuracy Spiking Neural Network Inference Using Time-Domain NeuronsSong, Joonghyun / Shirn, Jiwon / Kim, Hanseok / Choi, Woo-Seok et al. | 2022
- 9
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Analog-Domain Time-Series Moment Extraction for Low Power Predictive Maintenance AnalyticsShylendra, Ahish / Shukla, Priyesh / Bhunia, Swarup / Trivedi, Amit Ranjan et al. | 2022
- 13
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Effect of ReRAM Neuromorphic Circuit Array Variation and Fault on Inference AccuracyQuibuyen, Paul / Jiao, Tom / Wong, Hiu Yung et al. | 2022
- 21
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A probability-inspired normalization for fixed-precision Hyper-Dimensional ComputingDatta, Sohum / Rabaey, Jan M. et al. | 2022
- 25
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Enabling Energy-Efficient Inference for Self-Attention Mechanisms in Neural NetworksChen, Qinyu / Sun, Congyi / Lu, Zhonghai / Gao, Chang et al. | 2022
- 29
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Temporal Frame Filtering with Near-Pixel Compute for Autonomous DrivingLi, Wantong / Wu, Qiucheng / Sharda, Janak / Chang, Shiyu / Yu, Shimeng et al. | 2022
- 33
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A General-Purpose and Configurable Planar Data Processor for Energy-Efficient Pooling ComputationPan, Lunshuai / Xue, Peng / Li, Hongxing / Sun, Litao / Huang, Mingqiang et al. | 2022
- 36
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Table of Contents| 2022
- 37
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A 0.95 mJ/frame DNN Training Processor for Robust Object Detection with Real-World Environmental AdaptationHan, Donghyeon / Im, Dongseok / Park, Gwangtae / Kim, Youngwoo / Song, Seokchan / Lee, Juhyoung / Yoo, Hoi-Jun et al. | 2022
- 41
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Class Attention Transfer for Semantic SegmentationCho, Yubin / Kang, Sukju et al. | 2022
- 46
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Lightweight and Efficient Neural Network Using Progressively Greedy SearchChang, Jheng-Yi / Chiu, Ching-Te / Chen, Pin-Hsuan et al. | 2022
- 50
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Deep Learning Toolkit-Driven Equivalence Checking of Flow-Based Computing SystemsSingireddy, Suraj / Ewetz, Rickard / Jha, Sumit et al. | 2022
- 54
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GaN Distributed RF Power Amplifer Automation Design with Deep Reinforcement LearningSun, Yuxiang / Benosman, Mouhacine / Ma, Rui et al. | 2022
- 58
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Real-time prediction of cardiovascular diseases using reservoir-computing and fusion with electronic medical recordSadasivuni, Sudarsan / Damodaran, Vasundhara / Banerjee, Imon / Sanyal, Arindam et al. | 2022
- 60
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Author Index| 2022
- 62
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MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN AcceleratorsKern, Jonathan / Henwood, Sebastien / Mordido, Goncalo / Dupraz, Elsa / Aissa-El-Bey, Abdeldjalil / Savaria, Yvon / Leduc-Primeau, Francois et al. | 2022
- 66
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TAC-RAM: A 65nm 4Kb SRAM Computing-in-Memory Design with 57.55 TOPS/W supporting Multibit Matrix-Vector Multiplication for Binarized Neural NetworkWang, Xiaomeng / Liu, Xuejiao / Hu, Xianghong / Zhong, Xiaopeng / Chen, Xizi / Liu, Yu / Kong, Patrick / Tian, Fengshi / Tsui, Chiying et al. | 2022
- 70
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DualPIM: A Dual-Precision and Low-Power CNN Inference Engine Using SRAM- and eDRAM-based Processing-in-Memory ArraysJung, Sangwoo / Lee, Jaehyun / Noh, Huiseong / Yoon, Jong-Hyeok / Kung, Jaeha et al. | 2022
- 74
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BiMDiM: Area efficient Bi-directional MRAM Digital in-Memory ComputingKim, Dongsu / Jang, Yunho / Kim, Taehwan / Park, Jongsun et al. | 2022
- 78
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T-EAP: Trainable Energy-Aware Pruning for NVM-based Computing-in-Memory ArchitectureChang, Cheng-Yang / Chuang, Yu-Chuan / Chou, Kuang-Chao / Wu, An-Yeu et al. | 2022
- 82
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Towards On-device Domain Adaptation for Noise-Robust Keyword SpottingCioflan, Cristian / Cavigelli, Lukas / Rusci, Manuele / De Prado, Miguel / Benini, Luca et al. | 2022
- 86
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Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural NetworksDe Alwis, Udari / Alioto, Massimo et al. | 2022
- 90
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MOGNET: A Mux-residual quantized Network leveraging Online-Generated weightsNguyen, Van Thien / Guicquero, William / Sicard, Gilles et al. | 2022
- 94
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Survey and Comparison of Milliwatts Micro controllers for Tiny Machine Learning at the EdgeGiordano, Marco / Piccinelli, Luigi / Magno, Michele et al. | 2022
- 98
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Optimizing Exponent Bias for Sub-8bit Floating-Point Inference of Fine-tuned TransformersLee, Janghwan / Choi, Jungwook et al. | 2022
- 102
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Stain-free Holographic Detection of Circulating Tumor Cells Using A Deep Feature Fusion Neural NetworkWei, Maoyu / Huang, Xiwei / Han, Wentao / Tian, Zekun / Wu, Guohua / Wang, Shuqi / Sun, Lingling et al. | 2022
- 106
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Energy Efficient Text Spotting Technique for Mobile Edge ComputingJeong, Seonghwan / Kwon, YoungMin et al. | 2022
- 110
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A Study On Reliable High-Speed HBC Enhanced by ECC for Wearable Neural InterfacesMoon, Seungsik / Ko, Jaehyun / Kim, Byungsub / Lee, Youngjoo et al. | 2022
- 114
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Deep Learning aided BP-Flip Decoding of Polar CodesLee, Yongje / Lee, Useok / Fisseha, H. H. / Sunwoo, Myung Hoon et al. | 2022
- 118
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Improving Deep-Learning-based Optical Music Recognition for Camera-based InputsNg, Weihan / Nguyen, Xuan Truong et al. | 2022
- 122
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AutoDeepHLS: Deep Neural Network High-level Synthesis using fixed-point precisionRiazati, Mohammad / Daneshtalab, Masoud / Sjodin, Mikael / Lisper, Bjorn et al. | 2022
- 126
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Intrinsic Sparse LSTM using Structured Targeted Dropout for Efficient Hardware InferenceLindmar, Johanna Hedlund / Gao, Chang / Liu, Shih-Chii et al. | 2022
- 130
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DC-MPQ: Distributional Clipping-based Mixed-Precision Quantization for Convolutional Neural NetworksLee, Seungjin / Kim, Hyun et al. | 2022
- 134
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An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine InterfaceLiao, Jiawei / Widmer, Lars / Wang, Xiaying / Di Mauro, Alfio / Nason-Tomaszewski, Samuel R. / Chestek, Cynthia A. / Benini, Luca / Jang, Taekwang et al. | 2022
- 138
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A Full-Neuron Memory Model Designed for Neuromorphic SystemsLiu, Kefei / Cui, Xiaoxin / Zou, Chenglong / Kuang, Yisong / Zhong, Yi / Xiao, Kanglin / Wang, Yuan et al. | 2022
- 142
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Optimizing Accelerator Configurability for Mobile Transformer NetworksColleman, Steven / Zhu, Peter / Sun, Wei / Verhelst, Marian et al. | 2022
- 146
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Configurable CNN Accelerator in Speech Processing based on Vector ConvolutionHui, Lanqing / Cao, Shan / Chen, Zhiyong / Li, Shan / Xu, Shugong et al. | 2022
- 150
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M3FPU: Multiformat Matrix Multiplication FPU Architectures for Neural Network ComputationsJeon, Won / Cho, Yong Cheol Peter / Kim, Hyun Mi / Kim, Hyeji / Chung, Jaehoon / Kim, Juyeob / Lee, Miyoung / Lyuh, Chun-Gi / Han, Jinho / Kwon, Youngsu et al. | 2022
- 154
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Quantized ID-CNN for a Low-power PDM-to-PCM Conversion in TinyML KWS ApplicationsVitolo, Paola / Licciardo, Gian Domenico / Amendola, Anna Chiara / Di Benedetto, Luigi / Liguori, Rosalba / Rubino, Alfredo / Pau, Danilo et al. | 2022
- 158
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A Real-time Super-resolution Accelerator Using a big. LITTLE Core ArchitectureNguyen, Xuan Truong / Nguyen, Tuan Nghia / Lee, Hyuk-Jae / Lee, Kyujoong et al. | 2022
- 162
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Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLUChen, Kun-Chih Jimmy / Chen, Cheng-Ting et al. | 2022
- 166
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A Behavior-Level Simulation Framework for RRAM-Based Deep Learning Accelerators with Flexible Architecture ConfigurationsKao, Hsu-Yu / Huang, Shih-Hsu et al. | 2022
- 170
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Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN InferenceBruschi, Nazareno / Tagliavini, Giuseppe / Conti, Francesco / Abadal, Sergi / Cabellos-Aparicio, Alberto / Alarcon, Eduard / Karunaratne, Geethan / Boybat, Irem / Benini, Luca / Rossi, Davide et al. | 2022
- 174
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X-Fault: Impact of Faults on Binary Neural Networks in Memristor-Crossbar Arrays with Logic-in-Memory ComputationStaudigl, Felix / Sturm, Karl J. X. / Bartel, Maximilian / Fetz, Thorben / Sisejkovic, Dominik / Joseph, Jan Moritz / Pohls, Leticia Bolzani / Leupers, Rainer et al. | 2022
- 178
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An Asynchronous Soft Macro for Ultra-Low Power Communication in Neuromorphic ComputingBertozzi, Davide / Bhardwaj, Kshitij / Nowick, Steven M. et al. | 2022
- 182
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A 62.45 TOPS/W Spike-Based Convolution Neural Network Accelerator with Spatiotemporal Parallel Data Flow and Sparsity MechanismHsu, Chen-Han / Cheng, Yu-Hsiang / Li, Zhaofang / Huang, Ping-Li / Tang, Kea-Tiong et al. | 2022
- 186
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A Closed-Loop Brain-Machine Interface with One-Shot Learning and Online Tuning for Patient-Specific Neurological Disorder TreatmentTsai, Chne-Wuen / Zhang, Miaolin / Zhang, Lian / Yoo, Jerald et al. | 2022
- 190
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Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIsShaeri, MohammadAli / Afzal, Arshia / Shoaran, Mahsa et al. | 2022
- 194
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Towards Intelligent Noninvasive Closed-loop Neuromodulation SystemsYang, Jie / Li, Ning / Chen, Yun-Hsuan / Sawan, Mohamad et al. | 2022
- 198
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A Wearable High Blood Pressure Classification Processor Using Photoplethysmogram Signals through Power Spectral Density FeaturesSheeraz, Muhammad / Aslam, Abdul Rehman / Hafeez, Nauman / Heidari, Hadi / Altaf, Muhammad Awais Bin et al. | 2022
- 202
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Reconfigurable Acceleration of Graph Neural Networks for Jet Identification in Particle PhysicsQue, Zhiqiang / Loo, Marcus / Luk, Wayne et al. | 2022
- 206
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A Mapping Model of SNNs to Neuromorphic HardwareCui, Xiuping / Hao, Xiaochen / Liang, Yun / Sun, Guangyu / Cui, Xiaoxin / Wang, Yuan / Huang, Ru et al. | 2022
- 210
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Hybrid Neuromorphic Systems: An Algorithm-Application-Hardware-Neuroscience Co-Design Perspective: Invited Special Session PaperLu, Sen / Sengupta, Abhronil et al. | 2022
- 214
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ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG dataJobst, Matthias / Partzsch, Johannes / Liu, Chen / Guo, Liyuan / Walter, Dennis / Rehman, Saif-Ur / Scholze, Stefan / Hoppner, Sebastian / Mayr, Christian et al. | 2022
- 218
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Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardwareBohnstingl, Thomas / Surina, Anja / Fabre, Maxime / Demirag, Yigit / Frenkel, Charlotte / Payvand, Melika / Indiveri, Giacomo / Pantazi, Angeliki et al. | 2022
- 222
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A 200M-Query-Vector/s Computing-in-RRAM ADC-less k-Nearest-Neighbor Accelerator with Time-Domain Winner-Takes-All CircuitsMu, Chen / Wang, Yunzhengmao / Zheng, Jiapei / Liu, Shiwei / Zhou, Keji / Tang, Shan / Chen, Chixiao / Liu, Qi et al. | 2022
- 226
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A Vector Systolic Accelerator for Multi-Precision Floating-Point High-Performance ComputingLi, Kai / Zhou, Junzhuo / Li, Boyu / Yang, Shuxing / Huang, Sixiao / Luo, Shaobo / Mao, Wei / Yu, Hao et al. | 2022
- 230
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An Efficient CNN Training Accelerator Leveraging Transposable Block SparsityXu, Mingyang / Lu, Jinming / Wang, Zhongfeng / Lin, Jun et al. | 2022
- 234
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Design Exploration of An Energy-Efficient Acceleration System for CNNs on Low-Cost Resource-Constraint SoC-FPGAsWen, Shao-Cheng / Huang, Po-Tsang et al. | 2022
- 238
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Extensible and Modularized Processing Unit Design and Implementation for AI AcceleratorWu, Chung-Bin / Hsiao, Yu-Kuan / Chang, Wei-Hsuan et al. | 2022
- 242
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Radar and Camera Fusion for Vacant Parking Space DetectionWu, Bo-Xun / Lin, Jia-Jheng / Kuo, Hsien-Kai / Chen, Po-Yu / Guo, Jiun-In et al. | 2022
- 246
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An SoC Integration Ready VLIW-Driven CNN Accelerator with High Utilization and ScalabilityHu, Chia-Heng / Tseng, I-Hao / Kuo, Pei-Hsuan / Huang, Juinn-Dar et al. | 2022
- 250
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A Novel DNN Accelerator for Light-weight Neural Networks: Concept and DesignChen, Yu-Guang / Hsieh, Tsung-Han / Ho, Yi-Chen / Jou, Jing-Yang et al. | 2022
- 254
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Efficient Deep Learning Algorithm for Alzheimer's Disease Diagnosis using Retinal ImagesKim, Do Young / Lim, Young Jun / Park, Joon Hyeon / Sunwoo, Myung Hoon et al. | 2022
- 262
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Contrast Agent Removal for Brain CT Angiography Using Switchable CycleGAN with AdaIN and Histogram EqualizationHan, Inhwa / Kim, Boah / Kim, Eung Yeop / Ye, Jong Chul et al. | 2022
- 266
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Quality Evaluation Method for Chest X-Ray Images using the Reference PatternsBea, SuBin / Park, Ye-Seul / Sun, Joo-Sung / Lee, Jung-Won et al. | 2022
- 270
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Lightweight End-to-End Stress Recognition using Binarized CNN-LSTM ModelsYun, Myeongji / Hong, Seungwoo / Yoo, Sunwoo / Kim, Junho / Park, Sung-Min / Lee, Youngjoo et al. | 2022
- 274
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Convolutional Neural Network Classification of Basal Cell Carcinoma in Harmonically Generated Microscopy ImagesYu, Zheng-Han / Lee, Gwo Giun Chris / Liao, Yihua / Sun, Chi Kuang et al. | 2022
- 279
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GAN - Based Medical Image Registration for Augmented Reality ApplicationsLee, Tae-Ho / Munasinghe, Viduranga / Li, Yan-Mei / Xu, Jiajie / Lee, Hyuk-Jae / Kim, Jin-Sung et al. | 2022
- 283
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CMOS Implementation of Spiking Equilibrium Propagation for Real-Time LearningTaylor, Brady / Ramos, Nicky / Yeats, Eric / Li, Hai et al. | 2022
- 287
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Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-DronesLamberti, Lorenzo / Niculescu, Vlad / Barcis, Michal / Bellone, Lorenzo / Natalizio, Enrico / Benini, Luca / Palossi, Daniele et al. | 2022
- 291
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Robotic Computing on FPGAs: Current Progress, Research Challenges, and OpportunitiesWan, Zishen / Lele, Ashwin / Yu, Bo / Liu, Shaoshan / Wang, Yu / Reddi, Vijay Janapa / Hao, Cong / Raychowdhury, Arijit et al. | 2022
- 296
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Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained RobotsNeuman, Sabrina M. / Plancher, Brian / Duisterhof, Bardienus P. / Krishnan, Srivatsan / Banbury, Colby / Mazumder, Mark / Prakash, Shvetank / Jabbour, Jason / Faust, Aleksandra / de Croon, Guido C.H.E. et al. | 2022
- 300
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Low-power Autonomous Adaptation System with Deep Reinforcement LearningLee, Juhyoung / Jo, Wooyoung / Park, Seong-Wook / Yoo, Hoi-Jun et al. | 2022
- 304
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An Optimization Framework for Efficient Vision-Based Autonomous Drone NavigationNavardi, Mozhgan / Shiri, Aidin / Humes, Edward / Waytowich, Nicholas R. / Mohsenin, Tinoosh et al. | 2022
- 308
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A Buyer-traceable DNN Model IP Protection Method Against Piracy and MisappropriationWang, Si / Xu, Chaohui / Zheng, Yue / Chang, Chip-Hong et al. | 2022
- 312
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A Survey on Side-Channel-based Reverse Engineering Attacks on Deep Neural NetworksLiu, Yuntao / Zuzak, Michael / Xing, Daniel / McDaniel, Isaac / Mittu, Priya / Ozbay, Olsan / Akib, Abir / Srivastava, Ankur et al. | 2022
- 316
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Sample-Specific Backdoor based Active Intellectual Property Protection for Deep Neural NetworksWu, Yinghao / Xue, Mingfu / Gu, Dujuan / Zhang, Yushu / Liu, Weiqiang et al. | 2022
- 320
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Dynamic Backdoors with Global Average PoolingKoffas, Stefanos / Picek, Stjepan / Conti, Mauro et al. | 2022
- 324
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Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial PruningWeiss, Jonah O'Brien / Alves, Tiago / Kundu, Sandip et al. | 2022
- 328
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High-Fidelity Model Extraction Attacks via Remote Power MonitorsDubey, Anuj / Karabulut, Emre / Awad, Amro / Aysu, Aydin et al. | 2022
- 332
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A Hybrid Spiking Recurrent Neural Network on Hardware for Efficient Emotion RecognitionZou, Chenglong / Cui, Xiaoxin / Kuang, Yisong / Wang, Yuan / Wang, Xinan et al. | 2022
- 336
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An Adaptive High-Performance Quantization Approach for Resource-Constrained CNN InferenceChin, Hsu-Hsun / Tsay, Ren-Song / Wu, Hsin-I et al. | 2022
- 340
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Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer VisionTung, Caleb / Goel, Abhinav / Hu, Xiao / Eliopoulos, Nick / Amobi, Emmanuel S. / Thiruvathukal, George K. / Chaudhary, Vipin / Lu, Yung-Hsiang et al. | 2022
- 344
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Power-Efficient Double-Cyclic Low-Precision Training for Convolutional Neural NetworksKim, Sungrae / Kim, Hyun et al. | 2022
- 348
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Hardware-Friendly Logarithmic Quantization with Mixed-Precision for MobileNetV2Choi, Dahun / Kim, Hyun et al. | 2022
- 352
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Navigating Local Minima in Quantized Spiking Neural NetworksEshraghian, Jason K. / Lammie, Corey / Azghadi, Mostafa Rahimi / Lu, Wei D. et al. | 2022
- 356
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Tiny TCN model for Gesture Recognition With Multi-point Low power ToF-SensorsBoner, Stephan / Vogt, Christian / Magno, Michele et al. | 2022
- 360
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A Lightweight Detector for Small ObjectsSharma, Akshay Kumar / Kim, Kyung Ki et al. | 2022
- 362
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Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 PrototypeHuang, Jiaxin / Vogginger, Bernhard / Gerhards, Pascal / Kreutz, Felix / Kelber, Florian / Scholz, Daniel / Knobloch, Klaus / Mayr, Christian Georg et al. | 2022
- 366
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AI driven Wide Dynamic Range CMOS Image SensorKisku, Wilfred / Bhushan, Mohit / Kaur, Amandeep / Mishra, Deepak et al. | 2022
- 371
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SENeCA: Scalable Energy-efficient Neuromorphic Computer ArchitectureYousefzadeh, Amirreza / van Schaik, Gert-Jan / Tahghighi, Mohammad / Detterer, Paul / Traferro, Stefano / Hijdra, Martijn / Stuijt, Jan / Corradi, Federico / Sifalakis, Manolis / Konijnenburg, Mario et al. | 2022
- 375
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Analog LSTM for Keyword SpottingOdame, Kofi / Nyamukuru, Maria et al. | 2022
- 379
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Neuromorphic Event-Based Spatio-temporal Attention using Adaptive MechanismsGruel, Amelie / Vitale, Antonio / Martinet, Jean / Magno, Michele et al. | 2022
- 383
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MARSv2: Multicore and Programmable Reconstruction Architecture SRAM CIM-Based Accelerator with Lightweight NetworkHsieh, Chia-Yu / Lin, Shih-Ting / Li, Zhaofang / Lu, Chih-Cheng / Chang, Meng-Fan / Tang, Kea-Tiong et al. | 2022
- 387
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Efficient Hardware Implementation for Online Local Learning in Spiking Neural NetworksGuo, Wenzhe / Fouda, Mohammed E. / Eltawil, Ahmed M. / Salama, Khaled Nabil et al. | 2022
- 391
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FPGA Accelerator for Radar-Based Human Activity RecognitionLong, Kangjie / Rao, Chaolin / Zhang, Xiangyu / Ye, Wenbin / Lou, Xin et al. | 2022
- 395
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A Winograd-Based Highly-Parallel Convolution Engine for 8-bit CNN AccelerationChen, Yong-Tai / Ou, Yu-Feng / Huang, Chao-Tsung et al. | 2022
- 399
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Row-wise Accelerator for Vision TransformerWang, Hong-Yi / Chang, Tian-Sheuan et al. | 2022
- 403
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A Real-Time Sparsity-Aware 3D-CNN Processor for Mobile Hand Gesture RecognitionKim, Seungbin / Jung, Jueun / Jang, Wuyoung / Jeong, Hoichang / Lee, Kyuho et al. | 2022
- 407
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Bin-Specific Quantization in Spectral-Domain Convolutional Neural Network AcceleratorsPark, Jinho / Lee, Jaewon / Kimt, Gain / Bae, Hyeon-Min et al. | 2022
- 411
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Efficient Nonlinear Autoregressive Neural Network Architecture for Real-Time Biomedical ApplicationsOlney, Brooks / Mahmud, Shakil / Karam, Robert et al. | 2022
- 415
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Real-Time Low Power Audio Distortion Circuit Modeling: a TinyML Deep Learning ApproachPlozza, Davide / Giordano, Marco / Magno, Michele et al. | 2022
- 419
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Improving Embedded Target Tracking Systems Based on Siamese Networks with Infrared ImagesHorng, Shi-Jinn / Zeng, Yun-Jhu et al. | 2022
- 423
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Hand Gesture Recognition Using IR-UWB Radar with Spiking Neural NetworksWang, Shule / Yan, Yulong / Chu, Haoming / Hu, Guangxi / Zhang, Zhi / Zou, Zhuo / Zheng, Lirong et al. | 2022
- 427
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Real-time Biosignal Recording and Machine-Learning Analysis SystemLi, Hanrui / Wang, Junzhe / Zhao, Shiqi / Tian, Fengshi / Yang, Jie / Sawan, Mohamad et al. | 2022
- 431
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An Attention-based Neural Network on Multiple Speaker DiarizationCheng, Shao Wen / Hung, Kai Jyun / Chang, Hsie Chia / Liao, Yen Chin et al. | 2022
- 435
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Disparity Estimation using Light Ray Pair in Stacked 3D Light FieldJung, Hyunmin / Lee, Hyuk-Jae / Rhee, Chae Eun et al. | 2022
- 439
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Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health MonitoringBurrello, Alessio / Sintoni, Giacomo / Brunelli, Davide / Benini, Luca et al. | 2022
- 443
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A machine learning enhanced approximate message passing massive MIMO acceleratorBrennsteiner, Stefan / Arslan, Tughrul / Thompson, John S. / McCormick, Andrew et al. | 2022
- 451
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CIM-based Robust Logic Accelerator using 28 nm STT-MRAM Characterization Chip Tape-outSingh, Abhairaj / Zahedi, Mahdi / Shahroodi, Taha / Gupta, Mohit / Gebregiorgis, Anteneh / Komalan, Manu / Joshi, Rajiv V. / Catthoor, Francky / Bishnoi, Rajendra / Hamdioui, Said et al. | 2022
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A 10T SRAM Compute-In-Memory Macro with Analog MAC Operation and Time Domain ConversionPark, Hyunchul / Lee, Kyeongho / Park, Jongsun et al. | 2022
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A Process and Data Variations Tolerant Capacitive Coupled 10T1C SRAM for In-Memory Compute (IMC) in Deep Neural Network AcceleratorsIqbal, Belal / Grover, Anuj / Rawat, Harsh et al. | 2022
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AIWareK: Compiling PyTorch Model for AI Processor Using MLIR FrameworkKwon, Hyunjeong / Kim, Hyun Mi / Lyuh, Chun-Gi / Kim, Jin-Kyu / Han, Jinho / Kwon, Youngsu et al. | 2022
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ArtBrain-K: AI Processor based-on 5-PetaFLOPS AI Server SystemHan, Jinho / Lyuh, Chun-Gi / Shin, Kyeongsun / Kim, Hyun Mi / Kwon, Hyunjeong / Chung, Jaehoon / Cho, Cheol Peter / Kim, Jinkyu / Suk, Jeonghui / Kim, Chan et al. | 2022
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Implementing Binarized Neural Network Processor on FPGA-Based PlatformLee, Jeahack / Kim, Hyeonseong / Kim, Byung-Soo / Jeon, Seokhun / Lee, Jung Chul / Kim, Dong Sun et al. | 2022
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Implementation of an Quantum Circuit Simulator using Classical BitsHong, Yunpyo / Jeon, Seokhun / Park, Sihyeong / Kim, Byung-Soo et al. | 2022
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Weighted Decoupling: An Effective Image Resizing Method for Binarized Neural NetworkIm, Seung-Woo / Jeon, Seokhun / Kim, Byung-Soo / Hwang, Tea-Ho et al. | 2022
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AI Accelerator Embedded Computational Storage for Large-Scale DNN ModelsAhn, Byungmin / Jang, Jaehun / Na, Hanbyeul / Seo, Mankeun / Son, Hongrak / Song, Yong Ho et al. | 2022
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CMS: A Computational Memory Solution for High-Performance and Power-Efficient Recommendation SystemHa, Minho / Sim, Joonseop / Moon, Donguk / Rhee, Myunghyun / Choi, Jungmin / Koh, Byungil / Lim, Euicheol / Park, Kyoung et al. | 2022
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Al Engine Structures in LG TV ProcessorShin, HyunChul / Kim, SangChul / Lim, JungEun / Rhee, KwangYeon / Yang, JeongHyu / Kim, Jingyeong et al. | 2022
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A low power neural network training processor with 8-bit floating point with a shared exponent bias and fused multiply add treesPark, Jeongwoo / Lee, Sunwoo / Jeon, Dongsuk et al. | 2022
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Spiking Neural Network based Real-time Radar Gesture Recognition Live DemonstrationHuang, Jiaxin / Gerhards, Pascal / Kreutz, Felix / Vogginger, Bernhard / Kelber, Florian / Scholz, Daniel / Knobloch, Klaus / Mayr, Christian Georg et al. | 2022
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A DNN Training Processor for Robust Object Detection with Real-World Environmental AdaptationHan, Donghyeon / Im, Dongseok / Park, Gwangtae / Kim, Youngwoo / Song, Seokchan / Lee, Juhyoung / Yoo, Hoi-Jun et al. | 2022
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A 181µW Real-Time 3-D Hand-Gesture Recognition System for Edge ApplicationsLu, Yuncheng / Li, Zehao / Zhang, Xin / Kim, Tony Tae-Hyoung et al. | 2022
- 503
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Live Demonstration: Home Appliance Control System with Dynamic Hand Gesture Recognition base on 3D Hand SkeletonsTsai, Tsung-Han / Luo, Yi-Jhen / Wan, Wei-Chung et al. | 2022
- 504
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An Edge-Optimized Incremental Learning Algorithm For Audio ClassificationTsai, Tsung-Han / Hussain, Muhammad Awais / Lee, Chun-Lin et al. | 2022
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Fast DNN-based Mechatronics Prototyping Platform on Robotic Arm ControlChung, Yu-Chien / Lian, Hao-Hsiang / Xiao, Yong-Lun / Huang, Chih-Tsun / Liou, Jing-Jia et al. | 2022
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Live Demo: Memory-Efficient Hardware Design for a Real-Time Convolutional Encoder-Decoder NetworkJeong, Min-Wu / Shin, Chan-Yong / Rhee, Chae Eun et al. | 2022
- 508
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Live Demonstration: Efficient Deep Learning Algorithm for Alzheimer's Disease Diagnosis using Retinal ImagesKim, Do Young / Lim, Young Jun / Park, Joon Hyeon / Sunwoo, Myung Hoon et al. | 2022