An exact mapping from ReLU networks to spiking neural networks

DOI10.1016/J.NEUNET.2023.09.011MaRDI QIDQ6535212

Wulfram Gerstner, Stanisław Woźniak, Ana Stanojević, Angeliki Pantazi, Giovanni Cherubini, Guillaume Bellec

Publication date: 23 November 2023

Published in: Neural Networks (Search for Journal in Brave)

zbMATH Keywords

temporal codingspiking neural networkReLU networkdeep network conversionsingle-spike network

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07)

Cites Work

• Title not available (Why is that?)
• Error-backpropagation in temporally encoded networks of spiking neurons
• Bäcklund transformations and Lax pairs for two differential-difference equations
• Spiking Neuron Models
• The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks
• SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks
• Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks

Related Items (2)

Learning Precise Spike Train–to–Spike Train Transformations in Multilayer Feedforward Neuronal Networks ⋮ Deep ReLU networks and high-order finite element methods. II: Chebyšev emulation

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