Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks

2 December 2022

Papers citing "Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks"

10 / 10 papers shown

Title
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning Thomas E. Huber J. Lecomte Borislav Polovnikov Axel von Arnim 36 0 0 01 Apr 2025
Fundamental Survey on Neuromorphic Based Audio Classification Amlan Basu Pranav Chaudhari Gaetano Di Caterina AI4TS 28 0 0 20 Feb 2025
The Role of Temporal Hierarchy in Spiking Neural Networks Filippo Moro Pau Vilimelis Aceituno Laura Kriener Melika Payvand AI4CE 24 2 0 26 Jul 2024
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks Lars Graf Zhe Su Giacomo Indiveri 20 0 0 22 May 2024
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks Rainer Engelken 11 2 0 28 Dec 2023
Smooth Exact Gradient Descent Learning in Spiking Neural Networks Christian Klos Raoul-Martin Memmesheimer 22 5 0 25 Sep 2023
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings Ilyass Hammouamri Ismail Khalfaoui-Hassani T. Masquelier 11 46 0 30 Jun 2023
Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons Sidi Yaya Arnaud Yarga Sean U. N. Wood 8 7 0 22 Jun 2023
EXODUS: Stable and Efficient Training of Spiking Neural Networks F. Bauer Gregor Lenz Saeid Haghighatshoar Sadique Sheik BDL 23 15 0 20 May 2022
Minimal spiking neuron for solving multi-label classification tasks Jakub Fil Dominique F. Chu LRM 9 9 0 05 Mar 2020