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2006.13177
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Inference with Artificial Neural Networks on Analog Neuromorphic Hardware
23 June 2020
Johannes Weis
Philipp Spilger
Sebastian Billaudelle
Yannik Stradmann
Arne Emmel
Eric Müller
O. Breitwieser
Andreas Grübl
Joscha Ilmberger
V. Karasenko
Mitja Kleider
Christian Mauch
Korbinian Schreiber
Johannes Schemmel
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Papers citing
"Inference with Artificial Neural Networks on Analog Neuromorphic Hardware"
5 / 5 papers shown
Title
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2
Philipp Spilger
E. Arnold
Luca Blessing
Christian Mauch
Christian Pehle
Eric Müller
Johannes Schemmel
19
10
0
23 Dec 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
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
32
130
0
26 Jan 2022
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System
Yannik Stradmann
Sebastian Billaudelle
O. Breitwieser
F. Ebert
Arne Emmel
...
Joscha Ilmberger
Eric Müller
Philipp Spilger
Johannes Weis
Johannes Schemmel
41
12
0
29 Mar 2021
hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic Hardware
Philipp Spilger
Eric Müller
Arne Emmel
Aron Leibfried
Christian Mauch
...
Sebastian Billaudelle
Sebastian Schmitt
Timo C. Wunderlich
Yannik Stradmann
Johannes Schemmel
38
12
0
23 Jun 2020
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