| 2023-12-14 |
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Junren Chen, Siyao Yang (University of Zurich, Tsinghua University) |
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| 2023-12-08 |
SUSHI: Ultra-High-Speed and Ultra-Low-Power Neuromorphic Chip Using Superconducting Single-Flux-Quantum Circuits |
MICRO '23: Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture |
Zeshi Liu |
3613424 (acm.org) |
null |
| 2023-11-15 |
C-DNN: An Energy-Efficient Complementary Deep-Neural-Network Processor With Heterogeneous CNN/SNN Core Architecture |
IEEE Journal of Solid-State Circuits (JSSC) |
Sangyeob Kim,Soyeon Kim |
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| 2023-11-08 |
MERRC: A Memristor-Enabled Reconfigurable Low-Power Reservoir Computing Architecture at the Edge |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Fabiha Nowshin, Yi Huang |
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| 2023-11-07 |
HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks |
IEEE Transactions on Computers (TC) |
Hongyi Li , Songchen Ma (Tsinghua University) |
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| 2023-10-25 |
Moving Target Defense Through Approximation for Low-Power Neuromorphic Edge Intelligence |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Ayesha Siddique, Khaza Anuarul Hoque (University of Missouri) |
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| 2023-10-11 |
Fullerene-Inspired Efficient Neuromorphic Network-on-Chip Scheme |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
P. J. Zhou, Q. Yu (University of Electronic Science and Technolog) |
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| 2023-9-25 |
Threshold Switching Memristor-Based Radial-Based Spiking Neuron Circuit for Conversion-Based Spiking Neural Networks Adversarial Attack Improvement |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Zuheng Wu, Wei Li (Anhui University) |
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| 2023-9-15 |
Lightning Talk: Bridging Neuro-Dynamics and Cognition |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Mohsen Imani |
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| 2023-9-15 |
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Shaoyi Huang, Haowen Fang, |
IEEE Xplore Full-Text PDF: |
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| 2023-9-15 |
Lightning Talk: A Perspective on Neuromorphic Computing |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Deepika Sharma |
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| 2023-9-15 |
ANAS: Asynchronous Neuromorphic Hardware Architecture Search Based on a System-Level Simulator |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Jian Zhang, Jilin Zhang |
IEEE Xplore Full-Text PDF: |
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| 2023-9-15 |
Input-Aware Dynamic Timestep Spiking Neural Networks for Efficient In-Memory Computing |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Yuhang Li, Abhishek Moitra |
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| 2023-9-15 |
Neuromorphic Swarm on RRAM Compute-in-Memory Processor for Solving QUBO Problem |
2023 60th ACM/IEEE Design Automation Conference (DAC) |
Ashwin Sanjay Lele, Muya Chang |
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| 2023-8-28 |
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Jiawei Xu, Yi Zheng (KTH Royal Institution of Technology, Fudan University) |
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| 2023-8-23 |
Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Ming-Liang Wei, Mikail Yayla (National Taiwan University) |
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| 2023-8-22 |
Digital Hardware Implementation of Morris-Lecar, Izhikevich, and Hodgkin-Huxley Neuron Models With High Accuracy and Low Resources |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Milad Ghanbarpour, Ali Naderi (Kermanshah University of Technology) |
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| 2023-8-21 |
A Low-Power Hybrid-Precision Neuromorphic Processor With INT8 Inference and INT16 Online Learning in 40-nm CMOS |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Congyang Liu, Ziyi Yang ( Fudan University) |
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| 2023-8-10 |
An Efficient and Accurate Memristive Memory for Array-Based Spiking Neural Networks |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Hritom Das, Rocco D. Febbo, S. N. B. Tushar |
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| 2023-8-08 |
A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Event-Based Target Identification and Tracking |
IEEE Journal of Solid-State Circuits (JSSC) |
Ashwin Sanjay Lele,Muya Chang |
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| 2023-8-02 |
A Resource-Efficient Scalable Spiking Neural Network Hardware Architecture With Reusable Modules and Memory Reutilization |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Ran Wang, Jian Zhang (Xi’an Jiaotong University, Peking University) |
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| 2023-7-24 |
A 1024-Channel 268 nW/pixel 36x36 μm2 /ch Data-Compressive Neural Recording IC for High-Bandwidth Brain-Computer Interfaces |
2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) |
MoonHyung Jang, Wei-Han Yu |
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| 2023-7-24 |
ANP-G: A 28nm 1.04pJ/SOP Sub-mm2 Spiking and Back-propagation Hybrid Neural Network Asynchronous Olfactory Processor Enabling Few-shot Class-incremental On-chip Learning |
2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) |
Dexuan Huo, Jilin Zhang |
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| 2023-7-24 |
Long-time-constant leaky-integrating oxygen-vacancy drift-diffusion FET for human-interactive spiking reservoir computing |
2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) |
Hisashi Inoue, Hiroto Tamura |
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| 2023-7-12 |
A Novel Implementation Methodology for Error Correction Codes on a Neuromorphic Architecture |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Sahil Hassan , Parker Dattilo (University of Arizona) |
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| 2023-7-11 |
Highway Connection for Low-Latency and High-Accuracy Spiking Neural Networks |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Anguo Zhang, Junyi Wu ( University of Macau) |
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| 2023-6-23 |
An 82-nW 0.53-pJ/SOP Clock-Free Spiking Neural Network With 40-μs Latency for AIoT Wake-Up Functions Using a Multilevel-Event-Driven Bionic Architecture and Computing-in-Memory Technique |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Ying Liu, Yufei Ma (Peking University) |
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| 2023-6-16 |
A Single Schottky Barrier MOSFET-Based Leaky Integrate and Fire Neuron for Neuromorphic Computing |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Faisal Bashir, Furqan Zahoor (King Faisal University) |
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| 2023-6-05 |
A 24.3 μJ/Image SNN Accelerator for DVS-Gesture With WS-LOS Dataflow and Sparse Methods |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Lei Kang, Xu Yang (Chinese Academy of Sciences) |
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| 2023-6-05 |
An Efficient Neuromorphic Implementation of Temporal Coding-Based On-Chip STDP Learning |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Yi Zhong, Zilin Wang (Peking University) |
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| 2023-6-02 |
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Xabier Iturbe, Nassim Abderrahmane |
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| 2023-6-02 |
Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Ayesha Siddique, Khaza Anuarul Hoque |
IEEE Xplore Full-Text PDF: |
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| 2023-6-02 |
Hardware Efficient Weight-Binarized Spiking Neural Networks |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Chengcheng Tang, Jie Han |
IEEE Xplore Full-Text PDF: |
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| 2023-6-02 |
Low-Throughput Event-Based Image Sensors and Processing |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Laurent Fesquet, Rosalie Tran |
IEEE Xplore Full-Text PDF: |
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| 2023-6-02 |
Memristor-Spikelearn: A Spiking Neural Network Simulator for Studying Synaptic Plasticity under Realistic Device and Circuit Behaviors |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Yuming Liu, Angel Yanguas-Gil |
IEEE Xplore Full-Text PDF: |
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| 2023-6-02 |
SIMSnn: A Weight-Agnostic ReRAM-based Search-In-Memory Engine for SNN Acceleration |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Fangxin Liu , Wenbo Zhao |
IEEE Xplore Full-Text PDF: |
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| 2023-6-02 |
Lossless Sparse Temporal Coding for SNN-based Classification of Time-Continuous Signals |
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Johnson Loh and Tobias Gemmeke |
IEEE Xplore Full-Text PDF: |
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| 2023-5-19 |
Neuro-CIM: ADC-Less Neuromorphic Computing-in-Memory Processor With Operation Gating/Stopping and Digital–Analog Networks |
IEEE Journal of Solid-State Circuits (JSSC) |
Sangyeob Kim, Soyeon Kim |
IEEE Xplore Full-Text PDF: |
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| 2023-5-18 |
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Sandro Widmer, Marcel Kossel ( Switzerland University, IBM Research) |
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| 2023-5-10 |
SpikeSim: An End-to-End Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Abhishek Moitra, Abhiroop Bhattacharjee (Yale University,) |
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| 2023-5-01 |
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs |
IEEE Transactions on Computers (TC) |
Myat Thu Linn Aung , Daniel Gerlinghoff (National University of Singapore) |
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| 2023-5-09 |
SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit |
IEEE Journal of Solid-State Circuits (JSSC) |
Sangyeob Kim, Sangjin Kim |
IEEE Xplore Full-Text PDF: |
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| 2023-3-31 |
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Tianqi Zhang , Justing Morris (University of California at San Diego) |
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| 2023-3-30 |
Fast Simulation of Analog Spiking Neural Network With Device Non-Idealites |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Md Munir Hasan, Jeremy Holleman (University of North Carolina at Charlotte) |
IEEE Xplore Full-Text PDF: |
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| 2023-3-23 |
C-DNN: A 24.5-85.8TOPS/W Complementary-Deep-Neural-Network Processor with Heterogeneous CNN/SNN Core Architecture and Forward-Gradient-Based Sparsity Generation |
2023 IEEE International Solid-State Circuits Conference (ISSCC) |
Sangyeob Kim, Soyeon Kim |
IEEE Xplore Full-Text PDF: |
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| 2023-3-23 |
ANP-I: A 28nm 1.5pJ/SOP Asynchronous Spiking Neural Network Processor Enabling Sub-0.1μJ/Sample On-Chip Learning for Edge-AI Applications |
2023 IEEE International Solid-State Circuits Conference (ISSCC) |
Jilin Zhang, Dexuan Huo |
IEEE Xplore Full-Text PDF: |
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| 2023-3-23 |
A 73.53TOPS/W 14.74TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking |
2023 IEEE International Solid-State Circuits Conference (ISSCC) |
Muya Chang, Ashwin Sanjay Lele |
IEEE Xplore Full-Text PDF: |
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| 2023-3-22 |
Digital Hardware Implementations of Spiking Neural Networks With Selective Input Sparsity for Edge Inferences in Controlled Image Acquisition Environments |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Alexander J. Leigh, , Moslem Heidarpur (University of Windsor,) |
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| 2023-3-22 |
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Clemens JS Schaefer, Pooria Taheri (University of Notre Dame) |
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| 2023-3-12 |
The High-Performance Design of a General Spiking Convolution Computation Unit for Supporting Neuromorphic Hardware Acceleration |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Yuehai Chen, Yijun Liu (Guangdong University of Technology) |
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| 2023-3-10 |
Modeling and Analysis of Spike Signal Sequence for Memristor Crossbar Array in Neuromorphic Chips |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Tuomin Tao, Hanzhi Ma (Zhejiang University) |
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| 2023-3-02 |
Model Based Verification of Spiking Neural Networks in Cyber Physical Systems |
IEEE Transactions on Computers (TC) |
Ankit Pradhan , Jonathan King ( Indian Institute of Technology Bhubaneswar) |
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| 2023-2-23 |
A Low-Bitwidth Integer-STBP Algorithm for Efficient Training and Inference of Spiking Neural Networks |
2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) |
Pai-Yu Tan and Cheng-Wen Wu |
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| 2023-2-23 |
Hardware-Software Co-Design for On-Chip Learning in AI Systems |
2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) |
M. L. Varshika |
IEEE Xplore Full-Text PDF: |
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| 2023-2-23 |
Improving the Robustness and Efficiency of PIM-based Architecture by SW/HW Co-design |
2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) |
Xiaoxuan Yang |
IEEE Xplore Full-Text PDF: |
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| 2023-2-15 |
Neuromorphic Circuit Implementation of Operant Conditioning Based on Emotion Generation and Modulation |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Yutong Zhang, Zhigang Zeng (Huazhong University) |
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| 2022-12-14 |
A Memristive Spiking Neural Network Circuit With Selective Supervised Attention Algorithm |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Zekun Deng, Chunhua Wang (Hunan University) |
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| 2022-12-09 |
Real-Time Target Tracking System With Spiking Neural Networks Implemented on Neuromorphic Chips |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Kefei Liu, Xiaoxin Cui (Peking University) |
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| 2022-12-08 |
Modular Modeling of Analog Organic Neuromorphic Circuits: Toward Prototyping of Hardware-Level Spiking Neural Networks |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Yi Yang, Mohammad Javad Mirshojaeian Hosseini (Purdue University) |
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| 2022-11-23 |
A Brain-Inspired ADC-Free SRAM-Based In-Memory Computing Macro With High-Precision MAC for AI Application |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Zihao Xuan , Chang Liu (University of Science and Technology of China) |
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| 2022-11-23 |
A Hardware-Friendly Real-Time Implementation of the Auditory Attention Based on a Novel Spiking Winner-Take-All Network |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Behrooz Abdoli and Saeed Safari (University of Tehran) |
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| 2022-10-03 |
RRAM-Based Energy Efficient Scalable Integrate and Fire Neuron With Built-In Reset Circuit |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Ashvinikumar Dongre, Gaurav Trivedi (Indian Institute of Technology Guwahati) |
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| 2022-10-18 |
A Pixelated Monolithic CMOS PPG Sensor for Spatial Feature Acquisition |
IEEE Journal of Solid-State Circuits (JSSC) |
Soo-Hun Kim |
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| 2022-10-10 |
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Ruokai Yin , Abhishek Moitra (Yale University) |
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| 2022-9-30 |
A Novel Nociceptor Functional Circuit for Tactile Applications |
IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS I) |
Ehsan Rahiminejad (Quchan University of Technology) |
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| 2022-9-05 |
Design and Analysis of the Morris–Lecar Spiking Neuron in Efficient Analog Implementation |
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II) |
Hadis Takaloo, Arash Ahmadi ( University of Windsor,) |
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| 2022-5-30 |
The Implementation and Optimization of Neuromorphic Hardware for Supporting Spiking Neural Networks With MLP and CNN Topologies |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) |
Wujian Ye , Yuehai Chen (Guangdong University of Technology) |
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