An Exact Mapping From ReLU Networks to Spiking Neural Networks

An Exact Mapping From ReLU Networks to Spiking Neural Networks

23 December 2022

Stanislaw Wo'zniak

Papers citing "An Exact Mapping From ReLU Networks to Spiking Neural Networks"

14 / 14 papers shown

Title
Causal pieces: analysing and improving spiking neural networks piece by piece Dominik Dold Philipp Christian Petersen CML 30 0 0 18 Apr 2025
Sustainable AI: Mathematical Foundations of Spiking Neural Networks Adalbert Fono Manjot Singh Ernesto Araya P. Petersen Holger Boche Gitta Kutyniok 27 0 0 03 Mar 2025
Differential Coding for Training-Free ANN-to-SNN Conversion Zihan Huang Wei Fang Tong Bu Peng Xue Zecheng Hao Wenxuan Liu Yuanhong Tang Zhaofei Yu Tiejun Huang 31 0 0 01 Mar 2025
Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion Jiahao Su Kang You Zekai Xu Weizhi Xu Zhezhi He 11 0 0 18 Aug 2024
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network Hyunseok Oh Youngki Lee 30 0 0 01 Jul 2024
Stochastic Spiking Neural Networks with First-to-Spike Coding Yi Jiang Sen Lu Abhronil Sengupta 14 0 0 26 Apr 2024
Deep ReLU networks and high-order finite element methods II: Chebyshev emulation J. Opschoor Christoph Schwab 22 2 0 11 Oct 2023
Smooth Exact Gradient Descent Learning in Spiking Neural Networks Christian Klos Raoul-Martin Memmesheimer 25 5 0 25 Sep 2023
Expressivity of Spiking Neural Networks Manjot Singh Adalbert Fono Gitta Kutyniok 11 2 0 16 Aug 2023
High-performance deep spiking neural networks with 0.3 spikes per neuron A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 18 1 0 14 Jun 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 100 191 0 08 Mar 2023
Neural and spectral operator surrogates: unified construction and expression rate bounds L. Herrmann Christoph Schwab Jakob Zech 28 9 0 11 Jul 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014