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hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic
  Hardware

hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic Hardware

23 June 2020
Philipp Spilger
Eric Müller
Arne Emmel
Aron Leibfried
Christian Mauch
Christian Pehle
Johannes Weis
O. Breitwieser
Sebastian Billaudelle
Sebastian Schmitt
Timo C. Wunderlich
Yannik Stradmann
Johannes Schemmel
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Papers citing "hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic Hardware"

9 / 9 papers shown
Title
A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures
A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures
Fernando M. Quintana
Maryada
Pedro L. Galindo
Elisa Donati
Giacomo Indiveri
Fernando Perez-Peña
36
0
0
23 Sep 2024
Event-based Backpropagation for Analog Neuromorphic Hardware
Event-based Backpropagation for Analog Neuromorphic Hardware
Christian Pehle
Luca Blessing
E. Arnold
Eric Müller
Johannes Schemmel
34
7
0
13 Feb 2023
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling
  on BrainScaleS-2
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
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
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
Brian2Loihi: An emulator for the neuromorphic chip Loihi using the
  spiking neural network simulator Brian
Brian2Loihi: An emulator for the neuromorphic chip Loihi using the spiking neural network simulator Brian
Carlo Michaelis
Andrew B. Lehr
Winfried Oed
Christian Tetzlaff
31
12
0
25 Sep 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System
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
Inference with Artificial Neural Networks on Analog Neuromorphic
  Hardware
Inference with Artificial Neural Networks on Analog Neuromorphic Hardware
Johannes Weis
Philipp Spilger
Sebastian Billaudelle
Yannik Stradmann
Arne Emmel
...
V. Karasenko
Mitja Kleider
Christian Mauch
Korbinian Schreiber
Johannes Schemmel
29
10
0
23 Jun 2020
The Operating System of the Neuromorphic BrainScaleS-1 System
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
40
24
0
30 Mar 2020
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