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
FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion Xiaofeng Wu V. Bojkovic Bin Gu Kun Suo Kai Zou 25 3 0 27 Mar 2024
Benchmarking Spiking Neural Network Learning Methods with Varying Locality Jiaqi Lin Sen Lu Malyaban Bal Abhronil Sengupta 27 2 0 01 Feb 2024
SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks R. A. Knipper Kaniz Mishty Mehdi Sadi Karmaker Santu 19 0 0 31 Jan 2024
TIM: An Efficient Temporal Interaction Module for Spiking Transformer Sicheng Shen Dongcheng Zhao Guobin Shen Yi Zeng AI4TS 47 6 0 22 Jan 2024
Hijacking Attacks against Neural Networks by Analyzing Training Data Yunjie Ge Qian Wang Huayang Huang Qi Li Cong Wang Chao Shen Lingchen Zhao Peipei Jiang Zheng Fang Shenyi Zhang 26 0 0 18 Jan 2024
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks Yu-Zhu Guo Y. Chen 31 2 0 09 Jan 2024
Event-based Shape from Polarization with Spiking Neural Networks Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 30 1 0 26 Dec 2023
Astrocyte Regulated Neuromorphic Central Pattern Generator Control of Legged Robotic Locomotion Zhuangyu Han Abhronil Sengupta 35 2 0 25 Dec 2023
Deep Learning Based Face Recognition Method using Siamese Network Enoch Solomon Abraham Woubie Eyael Solomon Emiru CVBM 27 11 0 21 Dec 2023
Delving Deeper Into Astromorphic Transformers Md. Zesun Ahmed Mia Malyaban Bal Abhronil Sengupta 36 1 0 18 Dec 2023
Deep Active Perception for Object Detection using Navigation Proposals Stefanos Ginargiros Nikolaos Passalis Anastasios Tefas ObjD 26 0 0 15 Dec 2023
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery Aitor Martinez Seras Javier Del Ser Pablo Garcia-Bringas 27 5 0 12 Dec 2023
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks Gourav Datta Zeyu Liu James Diffenderfer B. Kailkhura P. Beerel 49 0 0 12 Dec 2023
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks Yu-Zhu Guo Y. Chen Xiaode Liu Weihang Peng Yuhan Zhang Xuhui Huang Zhe Ma 36 28 0 11 Dec 2023
Noise Adaptor in Spiking Neural Networks Chen Li Bipin Rajendran 39 0 0 08 Dec 2023
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to Technology Souvik Kundu Rui-jie Zhu Akhilesh R. Jaiswal P. Beerel 48 4 0 02 Dec 2023
Spiking Neural Networks with Dynamic Time Steps for Vision Transformers Gourav Datta Zeyu Liu Anni Li P. Beerel 41 1 0 28 Nov 2023
Adversarially Robust Spiking Neural Networks Through Conversion Ozan Özdenizci Robert Legenstein AAML 38 8 0 15 Nov 2023
Dual Pipeline Style Transfer with Input Distribution Differentiation Shiqi Jiang Junjie Kang YuJian Li OOD 27 0 0 09 Nov 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 36 206 0 25 Oct 2023
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding Qu Yang Malu Zhang Jibin Wu Kay Chen Tan Haizhou Li 32 9 0 23 Oct 2023
Spike-based Neuromorphic Computing for Next-Generation Computer Vision Md. Sakib Hasan Catherine D. Schuman Zhongyang Zhang Tauhidur Rahman Garrett S. Rose 41 0 0 15 Oct 2023
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network Tianlong Li Wenhao Liu Changze Lv Jianhan Xu Cenyuan Zhang Cenyuan Zhang Muling Wu Xiaoqing Zheng Xuanjing Huang CLIP VLM 28 2 0 10 Oct 2023
Color and Texture Dual Pipeline Lightweight Style Transfer Shiqi Jiang 34 3 0 02 Oct 2023
Ultra-low-power Image Classification on Neuromorphic Hardware Gregor Lenz Garrick Orchard Sadique Sheik 10 0 0 28 Sep 2023
Highly Efficient SNNs for High-speed Object Detection Nemin Qiu Zhiguo Li Yuan Li Chuang Zhu 29 0 0 27 Sep 2023
Low Latency of object detection for spikng neural network Nemin Qiu Chuang Zhu 25 0 0 27 Sep 2023
Enabling energy-Efficient object detection with surrogate gradient descent in spiking neural networks Jilong Luo Shanlin Xiao Yinsheng Chen Zhiyi Yu 16 0 0 07 Sep 2023
SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation Malyaban Bal Abhronil Sengupta 30 42 0 21 Aug 2023
Membrane Potential Batch Normalization for Spiking Neural Networks Yu-Zhu Guo Yuhan Zhang Y. Chen Weihang Peng Xiaode Liu Liwen Zhang Xuhui Huang Zhe Ma AAML 37 38 0 16 Aug 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks Yu-Zhu Guo Xiaode Liu Y. Chen Liwen Zhang Weihang Peng Yuhan Zhang Xuhui Huang Zhe Ma AAML MQ 51 23 0 13 Aug 2023
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks F. Nikfam Raffaele Casaburi Alberto Marchisio Maurizio Martina Mohamed Bennai 35 2 0 10 Aug 2023
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information Seong Gon Park Jeonghee Jo Jongkil Park Yeonjoo Jeong Jaewook Kim ... Inho Kim Jong-Keuk Park Kyeong-Seok Lee Gyeongyeon Hwang Hyun Jae Jang 36 0 0 01 Aug 2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 28 8 0 30 Jul 2023
HTNet for micro-expression recognition Zhifeng Wang Kaihao Zhang Wenhan Luo Ramesh Sankaranarayana ViT 42 33 0 27 Jul 2023
Automotive Object Detection via Learning Sparse Events by Spiking Neurons Hu Zhang Yanchen Li Luziwei Leng Kaiwei Che Qian Liu Qinghai Guo Jianxing Liao Ran Cheng 42 6 0 24 Jul 2023
Deep Directly-Trained Spiking Neural Networks for Object Detection Qiaoyi Su Yuhong Chou Yifan Hu Jianing Li Shijie Mei Ziyang Zhang Guoqiu Li ObjD 23 70 0 21 Jul 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 37 5 0 20 Jul 2023
SLSSNN: High energy efficiency spike-train level spiking neural networks with spatio-temporal conversion Changqin Xu Yi Liu Yintang Yang 19 1 0 14 Jul 2023
InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks Yu-Zhu Guo Y. Chen Liwen Zhang Xiaode Liu Xinyi Tong Yuanyuan Ou Xuhui Huang Zhe Ma AAML 43 3 0 10 Jul 2023
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity Sen Lu Abhronil Sengupta BDL 24 7 0 08 Jul 2023
A Survey of Spiking Neural Network Accelerator on FPGA Murat Isik 20 16 0 08 Jul 2023
AutoST: Training-free Neural Architecture Search for Spiking Transformers Ziqing Wang Qidong Zhao Jinku Cui Xu Liu Dongkuan Xu 25 5 0 01 Jul 2023
Lightweight texture transfer based on texture feature preset ShiQi Jiang 17 1 0 29 Jun 2023
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks M. Apolinario Kaushik Roy 52 3 0 27 Jun 2023
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference Boyan Li Luziwei Leng Shuaijie Shen Kaixuan Zhang Jianguo Zhang Jianxing Liao Ran Cheng 42 7 0 21 Jun 2023
Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey Praneeth Nemani G. S. Krishna Kundrapu Supriya BDL 34 3 0 14 Jun 2023
Spike timing reshapes robustness against attacks in spiking neural networks Jianhao Ding Zhaofei Yu Tiejun Huang Jian K. Liu AAML 29 2 0 09 Jun 2023
Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN Yang‐Zhi Hu Qian Zheng Xudong Jiang Gang Pan MQ 34 50 0 31 May 2023
Sharing Leaky-Integrate-and-Fire Neurons for Memory-Efficient Spiking Neural Networks Youngeun Kim Yuhang Li Abhishek Moitra Ruokai Yin Priyadarshini Panda 33 10 0 26 May 2023