Learning Delays in Spiking Neural Networks using Dilated Convolutions
with Learnable Spacings

Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings

30 June 2023

Ilyass Hammouamri

Ismail Khalfaoui-Hassani

Papers citing "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings"

13 / 13 papers shown

Title
Fundamental Survey on Neuromorphic Based Audio Classification Amlan Basu Pranav Chaudhari Gaetano Di Caterina AI4TS 33 0 0 20 Feb 2025
Unsupervised Particle Tracking with Neuromorphic Computing Emanuele Coradin Fabio Cufino Muhammad Awais Tommaso Dorigo Enrico Lupi Eleonora Porcu Jinu Raj Fredrik Sandin Mia Tosi 43 0 0 10 Feb 2025
Channel-wise Parallelizable Spiking Neuron with Multiplication-free Dynamics and Large Temporal Receptive Fields Peng Xue Wei Fang Zhengyu Ma Zihan Huang Zhaokun Zhou Yonghong Tian T. Masquelier Huihui Zhou 54 0 0 24 Jan 2025
S7: Selective and Simplified State Space Layers for Sequence Modeling Taylan Soydan Nikola Zubić Nico Messikommer Siddhartha Mishra Davide Scaramuzza 47 4 0 04 Oct 2024
Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation Maximilian Baronig Romain Ferrand Silvester Sabathiel Robert Legenstein 48 3 0 14 Aug 2024
Continuous-Time Neural Networks Can Stably Memorize Random Spike Trains Hugo Aguettaz Hans-Andrea Loeliger 34 0 0 02 Aug 2024
MSAT: Biologically Inspired Multi-Stage Adaptive Threshold for Conversion of Spiking Neural Networks Xiang He Yang Li Dongcheng Zhao Qingqun Kong Yi Zeng 50 6 0 23 Mar 2023
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks Tong Bu Wei Fang Jianhao Ding Penglin Dai Zhaofei Yu Tiejun Huang 113 196 0 08 Mar 2023
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks Thomas Nowotny J. Turner James C. Knight 30 15 0 02 Dec 2022
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 145 243 0 29 Sep 2022
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks Shi-Wee Deng Shi Gu 124 200 0 28 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 479 0 08 Feb 2021
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 121 481 0 26 Mar 2018