Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power
Edge Intelligence

Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

21 October 2019

N. Skatchkovsky

Osvaldo Simeone

Papers citing "Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence"

12 / 12 papers shown

Title
Neuromorphic Wireless Split Computing with Multi-Level Spikes Dengyu Wu Jiechen Chen Bipin Rajendran H. Vincent Poor Osvaldo Simeone 66 1 0 07 Nov 2024
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications Hyeryung Jang Osvaldo Simeone Brian Gardner A. Gruning TPM 34 73 0 02 Oct 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 53 2,633 0 05 Jun 2019
Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses S. Nandakumar I. Boybat Manuel Le Gallo E. Eleftheriou Abu Sebastian Bipin Rajendran 23 61 0 28 May 2019
Robust and Communication-Efficient Federated Learning from Non-IID Data Felix Sattler Simon Wiedemann K. Müller Wojciech Samek FedML 44 1,343 0 07 Mar 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 70 1,224 0 28 Jan 2019
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 200 1,698 0 14 Apr 2018
signSGD: Compressed Optimisation for Non-Convex Problems Jeremy Bernstein Yu Wang Kamyar Azizzadenesheli Anima Anandkumar FedML ODL 78 1,026 0 13 Feb 2018
Sparse Communication for Distributed Gradient Descent Alham Fikri Aji Kenneth Heafield 58 738 0 17 Apr 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 234 17,328 0 17 Feb 2016
Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding Brian Gardner André Grüning 24 52 0 14 Jan 2016
Spike Event Based Learning in Neural Networks James A. Henderson Tingting Gibson Janet Wiles 48 13 0 20 Feb 2015