Going Deeper in Spiking Neural Networks: VGG and Residual Architectures

7 February 2018

Papers citing "Going Deeper in Spiking Neural Networks: VGG and Residual Architectures"

50 / 291 papers shown

Title
Spiking Neural Network: a low power solution for physical layer authentication Jung Hoon Lee Sujith Vijayan 14 0 0 19 May 2025
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware Zhenhui Chen Haoran Xu De Ma 7 0 0 18 May 2025
Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-Constrained Pruning Boxun Xu Yuxuan Yin Vikram Iyer Peng Li MoE 12 0 0 18 May 2025
PASCAL: Precise and Efficient ANN- SNN Conversion using Spike Accumulation and Adaptive Layerwise Activation Pranav Ramesh Gopalakrishnan Srinivasan 36 0 0 03 May 2025
Beyond Pairwise Plasticity: Group-Level Spike Synchrony Facilitates Efficient Learning in Spiking Neural Networks Yuchen Tian Assel Kembay Nhan Duy Truong Jason K. Eshraghian Omid Kavehei 2 0 0 14 Apr 2025
Toward Spiking Neural Network Local Learning Modules Resistant to Adversarial Attacks Jiaqi Lin Abhronil Sengupta AAML 31 0 0 11 Apr 2025
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks Xinyu Luo Kecheng Chen P. Sun Chris Xing Tian Arindam Basu Haoliang Li TTA 81 0 0 03 Apr 2025
Minimum Description Length of a Spectrum Variational Autoencoder: A Theory Canlin Zhang Xiuwen Liu 47 0 0 01 Apr 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Xiaohe Li Haohua Wu Jiahao Li Zide Fan Kaixin Zhang Xinming Li Yunping Ge Xinyu Zhao 32 1 0 25 Mar 2025
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness Kangrui Du Yuhang Wu Shikuang Deng Shi Gu 45 0 0 18 Mar 2025
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks Minje Kim Minjun Kim Xu Yang 45 0 0 13 Mar 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks Kairong Yu Chengting Yu Tianqing Zhang Xiaochen Zhao Shu Yang Hongwei Wang Qiang Zhang Qi Xu 74 3 0 05 Mar 2025
Spiking Transformer:Introducing Accurate Addition-Only Spiking Self-Attention for Transformer Yufei Guo Xiaode Liu Y. Chen Weihang Peng Yuhan Zhang Zhe Ma MQ 48 1 0 28 Feb 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion Zihan Huang Xinyu Shi Zecheng Hao Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 32 7 0 28 Feb 2025
Deployment-friendly Lane-changing Intention Prediction Powered by Brain-inspired Spiking Neural Networks Junjie Yang Shuqi Shen Hui Zhong Qiming Zhang Hongliang Lu Hai Yang 55 0 0 09 Feb 2025
Spiking Neural Network Feature Discrimination Boosts Modality Fusion Katerina Maria Oikonomou Ioannis Kansizoglou Antonios Gasteratos 41 0 0 05 Feb 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature Yichen Wang Yuxuan Chou Ziqi Zhou Hangtao Zhang Wei Wan Shengshan Hu Minghui Li AAML 133 3 0 22 Dec 2024
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation Zecheng Hao Zhaofei Yu Tiejun Huang 85 0 0 18 Dec 2024
FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks Kairong Yu Tianqing Zhang Hongwei Wang Qi Xu 38 2 0 15 Dec 2024
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware Vlad-Costin Andrei Alexandru P. Drăguţoiu Gabriel Béna Mahmoud Akl Yin Li Matthias Lohrmann U. Mönich Holger Boche 71 0 0 05 Dec 2024
The Reliability Issue in ReRam-based CIM Architecture for SNN: A Survey Wei-Ting Chen 78 1 0 30 Nov 2024
Noise Adaptor: Enhancing Low-Latency Spiking Neural Networks through Noise-Injected Low-Bit ANN Conversion Chen Li Bipin Rajendran 72 0 0 26 Nov 2024
Randomized Forward Mode Gradient for Spiking Neural Networks in Scientific Machine Learning Ruyin Wan Qian Zhang George Karniadakis 35 0 0 11 Nov 2024
Differentiable architecture search with multi-dimensional attention for spiking neural networks Yilei Man Linhai Xie Shushan Qiao Yumei Zhou Delong Shang 45 1 0 01 Nov 2024
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation Chengting Yu Lei Liu Gaoang Wang Erping Li Aili Wang 26 1 0 15 Oct 2024
BrainTransformers: SNN-LLM Zhengzheng Tang Eva Zhu 11 1 0 03 Oct 2024
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 35 1 0 29 Sep 2024
Membership Privacy Evaluation in Deep Spiking Neural Networks Jiaxin Li Gorka Abad S. Picek Mauro Conti AAML 38 1 0 28 Sep 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks Lingxin Jin Meiyu Lin Wei Jiang Jinyu Zhan AAML SILM 28 2 0 24 Sep 2024
Training Spiking Neural Networks via Augmented Direct Feedback Alignment Yongbo Zhang Katsuma Inoue M. Nakajima Toshikazu Hashimoto Yasuo Kuniyoshi Kohei Nakajima 43 0 0 12 Sep 2024
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks Tianyu Zheng Liyuan Han Tielin Zhang AI4CE 37 0 0 26 Aug 2024
AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network Donghwa Kang Youngmoon Lee Eun-Kyu Lee Brent Kang Jinkyu Lee Hyeongboo Baek ViT 36 0 0 22 Aug 2024
Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion Jiahao Su Kang You Zekai Xu Weizhi Xu Zhezhi He 26 0 0 18 Aug 2024
Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks Roel Koopman Amirreza Yousefzadeh Mahyar Shahsavari Guangzhi Tang Manolis Sifalakis 34 2 0 09 Aug 2024
Neuromorphic on-chip reservoir computing with spiking neural network architectures Samip Karki Diego Chavez Arana Andrew T. Sornborger Francesco Caravelli 21 1 0 30 Jul 2024
Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification Yingfu Xu Guangzhi Tang Amirreza Yousefzadeh Guido de Croon Manolis Sifalakis 42 3 0 29 Jul 2024
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Zekai Xu Kang You Qinghai Guo Xiang Wang Zhezhi He 41 3 0 12 Jul 2024
Ternary Spike-based Neuromorphic Signal Processing System Shuai Wang Dehao Zhang A. Belatreche Yichen Xiao Hongyu Qing Wenjie We Malu Zhang Yang Yang 50 7 0 07 Jul 2024
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network Hyunseok Oh Youngki Lee 48 1 0 01 Jul 2024
Spiking Convolutional Neural Networks for Text Classification Changze Lv Jianhan Xu Xiaoqing Zheng 58 28 0 27 Jun 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting Shuai Wang Dehao Zhang Kexin Shi Yuchen Wang Wenjie Wei Jibin Wu Malu Zhang 40 0 0 19 Jun 2024
Evolutionary Spiking Neural Networks: A Survey Shuaijie Shen Rui Zhang Chao Wang Renzhuo Huang Aiersi Tuerhong Qinghai Guo Zhichao Lu Jianguo Zhang Luziwei Leng 31 6 0 18 Jun 2024
Toward Efficient Deep Spiking Neuron Networks:A Survey On Compression Hui Xie Ge Yang Wenjuan Gao 45 1 0 03 Jun 2024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients Yujia Liu Tong Bu Jianhao Ding Zecheng Hao Tiejun Huang Zhaofei Yu AAML 42 3 0 30 May 2024
High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost Jiakui Hu Man Yao Xuerui Qiu Yuhong Chou Yuxuan Cai Ning Qiao Yonghong Tian Boxing Xu Guoqi Li AI4CE 37 10 0 26 May 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan Malu Zhang Rui-jie Zhu Xuerui Qiu Jason K. Eshraghian Haicheng Qu 47 6 0 22 May 2024
Learning Regularities from Data using Spiking Functions: A Theory Canlin Zhang Xiuwen Liu 42 0 0 19 May 2024
Exploring Extreme Quantization in Spiking Language Models Malyaban Bal Yi Jiang Abhronil Sengupta MQ 52 4 0 04 May 2024
Stochastic Spiking Neural Networks with First-to-Spike Coding Yi Jiang Sen Lu Abhronil Sengupta 43 0 0 26 Apr 2024
Converting High-Performance and Low-Latency SNNs through Explicit Modelling of Residual Error in ANNs Zhipeng Huang Jianhao Ding Zhiyu Pan Haoran Li Ying Fang Zhaofei Yu Jian K. Liu 37 0 0 26 Apr 2024