An optimised deep spiking neural network architecture without gradients

An optimised deep spiking neural network architecture without gradients

27 September 2021

Papers citing "An optimised deep spiking neural network architecture without gradients"

15 / 15 papers shown

Title
Event-based Feature Extraction Using Adaptive Selection Thresholds Saeed Afshar Ying Xu J. Tapson André van Schaik Gregory Cohen 11 42 0 18 Jul 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 53 1,224 0 28 Jan 2019
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception Federico Paredes-Valles Kirk Y. W. Scheper Guido C. H. E de Croon 31 156 0 28 Jul 2018
Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain Laxmi R. Iyer Yansong Chua Haizhou Li 20 53 0 03 Jul 2018
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 133 484 0 26 Mar 2018
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification A. Sironi Manuele Brambilla Nicolas Bourdis Xavier Lagorce R. Benosman 46 443 0 21 Mar 2018
BP-STDP: Approximating Backpropagation using Spike Timing Dependent Plasticity A. Tavanaei Anthony Maida 35 189 0 12 Nov 2017
SuperSpike: Supervised learning in multi-layer spiking neural networks Friedemann Zenke Surya Ganguli 45 562 0 31 May 2017
First-spike based visual categorization using reward-modulated STDP Milad Mozafari Saeed Reza Kheradpisheh T. Masquelier A. Nowzari-Dalini M. Ganjtabesh 29 154 0 25 May 2017
Training Deep Spiking Neural Networks using Backpropagation Junhaeng Lee T. Delbruck Michael Pfeiffer 53 940 0 31 Aug 2016
Supervised learning based on temporal coding in spiking neural networks Hesham Mostafa 42 353 0 27 Jun 2016
Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity A. Tavanaei T. Masquelier Anthony Maida 13 42 0 03 Jun 2016
Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems Emre Neftci Srinjoy Das Bruno U. Pedroni Ken Kreutz-Delgado Gert Cauwenberghs BDL 39 208 0 05 Nov 2013
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing J. Tapson Greg K. Cohen Saeed Afshar K. M. Stiefel Y. Buskila Runchun Wang T. Hamilton André van Schaik 53 78 0 26 Apr 2013
Supervised Learning in Multilayer Spiking Neural Networks Ioana Sporea André Grüning 57 194 0 10 Feb 2012