Neuromorphic Computing with AER using Time-to-Event-Margin Propagation

Neuromorphic Computing with AER using Time-to-Event-Margin Propagation

27 April 2023

Madhuvanthi Srivatsav

S. Chakrabartty

Chetan Singh Thakur

Papers citing "Neuromorphic Computing with AER using Time-to-Event-Margin Propagation"

13 / 13 papers shown

Title
Axonal Delay As a Short-Term Memory for Feed Forward Deep Spiking Neural Networks Pengfei Sun Longwei Zhu Dick Botteldooren 31 23 0 20 Apr 2022
In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers Abhishek Ramdas Nair S. Chakrabartty Chetan Singh Thakur 24 6 0 11 Sep 2021
Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices Abhishek Ramdas Nair P. Nath S. Chakrabartty Chetan Singh Thakur 81 14 0 03 Jun 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks Jianhao Ding Zhaofei Yu Yonghong Tian Tiejun Huang 53 156 0 25 May 2021
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks Shi-Wee Deng Shi Gu 149 203 0 28 Feb 2021
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 140 299 0 04 May 2020
Fast and energy-efficient neuromorphic deep learning with first-spike times Julian Goltz Laura Kriener A. Baumbach Sebastian Billaudelle O. Breitwieser ... Á. F. Kungl Walter Senn Johannes Schemmel K. Meier Mihai A. Petrovici 60 129 0 24 Dec 2019
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance Shibo Zhou Li Xiaohua Ying-Cong Chen S. T. Chandrasekaran A. Sanyal OOD 43 95 0 24 Sep 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 53 177 0 30 Jul 2019
Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP Pierre Falez Pierre Tirilly Ioan Marius Bilasco P. Devienne Pierre Boulet 41 49 0 03 Apr 2019
Deep Spiking Neural Network with Spike Count based Learning Rule Jibin Wu Yansong Chua Malu Zhang Qu Yang Guoqi Li Haizhou Li 34 51 0 15 Feb 2019
SLAYER: Spike Layer Error Reassignment in Time S. Shrestha Garrick Orchard 43 747 0 05 Sep 2018
Supervised learning based on temporal coding in spiking neural networks Hesham Mostafa 55 354 0 27 Jun 2016