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1912.11443
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Fast and energy-efficient neuromorphic deep learning with first-spike times
24 December 2019
Julian Goltz
Laura Kriener
A. Baumbach
Sebastian Billaudelle
O. Breitwieser
Benjamin Cramer
Dominik Dold
Á. F. Kungl
Walter Senn
Johannes Schemmel
K. Meier
Mihai A. Petrovici
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Papers citing
"Fast and energy-efficient neuromorphic deep learning with first-spike times"
11 / 11 papers shown
Title
Backpropagation through space, time, and the brain
B. Ellenberger
Paul Haider
Jakob Jordan
Kevin Max
Ismael Jaras
Laura Kriener
Federico Benitez
Mihai A. Petrovici
56
8
0
25 Mar 2024
Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons
Luke Taylor
Andrew J. King
N. Harper
14
6
0
19 Nov 2023
Smooth Exact Gradient Descent Learning in Spiking Neural Networks
Christian Klos
Raoul-Martin Memmesheimer
22
5
0
25 Sep 2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding
Yusuke Sakemi
Kakei Yamamoto
T. Hosomi
Kazuyuki Aihara
32
7
0
24 Jul 2023
From Clean Room to Machine Room: Commissioning of the First-Generation BrainScaleS Wafer-Scale Neuromorphic System
H. Schmidt
José Montes
Andreas Grübl
Maurice Güttler
D. Husmann
...
Christian Mauch
Eric Müller
Lars Sterzenbach
Johannes Schemmel
Sebastian Schmitt
11
2
0
22 Mar 2023
An Exact Mapping From ReLU Networks to Spiking Neural Networks
A. Stanojević
Stanislaw Wo'zniak
G. Bellec
G. Cherubini
A. Pantazi
W. Gerstner
15
22
0
23 Dec 2022
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
Thomas Nowotny
J. Turner
James C. Knight
16
15
0
02 Dec 2022
Neuro-symbolic computing with spiking neural networks
Dominik Dold
J. Garrido
Victor Caceres Chian
Marcel Hildebrandt
Thomas Runkler
NAI
9
5
0
04 Aug 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
8
125
0
26 Jan 2022
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
Alan Jeffares
Qinghai Guo
Pontus Stenetorp
Timoleon Moraitis
12
16
0
06 Oct 2021
The Operating System of the Neuromorphic BrainScaleS-1 System
Eric Müller
Sebastian Schmitt
Christian Mauch
Sebastian Billaudelle
Andreas Grübl
...
H. Schmidt
Bernhard Vogginger
Jonas Weidner
Christian Mayr
Johannes Schemmel
19
23
0
30 Mar 2020
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