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Publish Date Title Conference/Journal Authors PDF Code
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) IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
2023-11-07 HASP: Hierarchical Asynchronous Parallelism for Multi-NN Tasks IEEE Transactions on Computers (TC) Hongyi Li , Songchen Ma (Tsinghua University) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
2023-9-15 Lightning Talk: Bridging Neuro-Dynamics and Cognition 2023 60th ACM/IEEE Design Automation Conference (DAC) Mohsen Imani IEEE Xplore Full-Text PDF: null
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: null
2023-9-15 Lightning Talk: A Perspective on Neuromorphic Computing 2023 60th ACM/IEEE Design Automation Conference (DAC) Deepika Sharma IEEE Xplore Full-Text PDF: null
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: null
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 IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
2023-6-02 NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) Xabier Iturbe, Nassim Abderrahmane IEEE Xplore Full-Text PDF: null
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: null
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: null
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: null
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: null
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: null
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: null
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: null
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) IEEE Xplore Full-Text PDF: null
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,) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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: null
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) IEEE Xplore Full-Text PDF: null
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: null
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: null
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: null
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: null
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,) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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 IEEE Xplore Full-Text PDF: null
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: null
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: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
2022-10-18 A Pixelated Monolithic CMOS PPG Sensor for Spatial Feature Acquisition IEEE Journal of Solid-State Circuits (JSSC) Soo-Hun Kim IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null
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,) IEEE Xplore Full-Text PDF: null
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) IEEE Xplore Full-Text PDF: null

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