Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks

12 March 2021

Papers citing "Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks"

7 / 107 papers shown

Title
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 38 61 0 20 Dec 2021
Efficient Neuromorphic Signal Processing with Loihi 2 Garrick Orchard E. P. Frady D. B. Rubin Sophia Sanborn S. Shrestha Friedrich T. Sommer Mike Davies 19 166 0 05 Nov 2021
A New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning A. Safa I. Ocket A. Bourdoux Hichem Sahli F. Catthoor Georges G. E. Gielen 16 8 0 01 Nov 2021
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks Alan Jeffares Qinghai Guo Pontus Stenetorp Timoleon Moraitis 36 16 0 06 Oct 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks J. Hagenaars Federico Paredes-Valles Guido de Croon 16 133 0 03 Jun 2021
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 24 106 0 12 Jun 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 119 481 0 26 Mar 2018