Spiking Neural Networks -- Part II: Detecting Spatio-Temporal Patterns

Spiking Neural Networks -- Part II: Detecting Spatio-Temporal Patterns

27 October 2020

N. Skatchkovsky

Osvaldo Simeone

Papers citing "Spiking Neural Networks -- Part II: Detecting Spatio-Temporal Patterns"

9 / 9 papers shown

Title
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 62 11 0 20 Apr 2020
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications Hyeryung Jang Osvaldo Simeone Brian Gardner A. Gruning TPM 39 73 0 02 Oct 2019
Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function: Learning with Backpropagation Iulia Comsa Krzysztof Potempa Luca Versari T. Fischbacher Andrea Gesmundo J. Alakuijala 70 178 0 30 Jul 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 90 1,237 0 28 Jan 2019
Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE) Jacques Kaiser Hesham Mostafa Emre Neftci 66 24 0 27 Nov 2018
SLAYER: Spike Layer Error Reassignment in Time S. Shrestha Garrick Orchard 56 751 0 05 Sep 2018
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 137 488 0 26 Mar 2018
SuperSpike: Supervised learning in multi-layer spiking neural networks Friedemann Zenke Surya Ganguli 69 566 0 31 May 2017
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 171 730 0 31 Jan 2014