Neuromorphic Hardware learns to learn

Neuromorphic Hardware learns to learn

15 March 2019

Thomas Bohnstingl

Christian Pehle

Papers citing "Neuromorphic Hardware learns to learn"

11 / 11 papers shown

Title
Learning to learn online with neuromodulated synaptic plasticity in spiking neural networks Samuel Schmidgall Joe Hays 44 3 0 25 Jun 2022
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware Eric Müller E. Arnold O. Breitwieser Milena Czierlinski Arne Emmel ... V. Karasenko Mitja Kleider Aron Leibfried Christian Pehle Johannes Schemmel 35 20 0 21 Mar 2022
Evolving-to-Learn Reinforcement Learning Tasks with Spiking Neural Networks J. Lu J. Hagenaars Guido de Croon 20 2 0 24 Feb 2022
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity Christian Pehle Sebastian Billaudelle Benjamin Cramer Jakob Kaiser Korbinian Schreiber Yannik Stradmann Johannes Weis Aron Leibfried Eric Müller Johannes Schemmel 24 129 0 26 Jan 2022
Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning Bleema Rosenfeld Bipin Rajendran Osvaldo Simeone OffRL 33 9 0 21 Feb 2021
Extending BrainScaleS OS for BrainScaleS-2 Eric Müller Christian Mauch Philipp Spilger O. Breitwieser Johann Klähn David Stöckel Timo C. Wunderlich Johannes Schemmel 34 24 0 30 Mar 2020
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System Andreas Grübl Sebastian Billaudelle Benjamin Cramer V. Karasenko Johannes Schemmel 24 33 0 25 Mar 2020
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate Sebastian Billaudelle Yannik Stradmann Korbinian Schreiber Benjamin Cramer A. Baumbach ... V. Karasenko Walter Senn Mihai A. Petrovici Johannes Schemmel K. Meier 28 45 0 30 Dec 2019
Structural plasticity on an accelerated analog neuromorphic hardware system Sebastian Billaudelle Benjamin Cramer Mihai A. Petrovici Korbinian Schreiber David Kappel Johannes Schemmel K. Meier 29 21 0 27 Dec 2019
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 121 481 0 26 Mar 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 457 11,715 0 09 Mar 2017