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1909.08418
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Control of criticality and computation in spiking neuromorphic networks with plasticity
Nature Communications (Nat Commun), 2019
17 September 2019
Benjamin Cramer
David Stöckel
Markus Kreft
Michael Wibral
Johannes Schemmel
K. Meier
V. Priesemann
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Papers citing
"Control of criticality and computation in spiking neuromorphic networks with plasticity"
11 / 11 papers shown
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
International Conference on Learning Representations (ICLR), 2023
Sina Khajehabdollahi
Roxana Zeraati
E. Giannakakis
T. Schafer
Georg Martius
Anna Levina
LRM
168
9
0
22 Sep 2023
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning
IEEE Access (IEEE Access), 2023
Heng Zhang
Danilo Vasconcellos Vargas
AI4CE
320
48
0
27 Jul 2023
Learning fixed points of recurrent neural networks by reparameterizing the network model
Neural Computation (Neural Comput.), 2023
Vicky Zhu
Robert Rosenbaum
297
3
0
13 Jul 2023
When to be critical? Performance and evolvability in different regimes of neural Ising agents
Artificial Life (ALIFE), 2022
Sina Khajehabdollahi
Jan Prosi
E. Giannakakis
Georg Martius
Anna Levina
359
8
0
28 Mar 2023
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
Frontiers in Neuroscience (Front. Neurosci.), 2022
Eric Müller
E. Arnold
O. Breitwieser
Milena Czierlinski
Arne Emmel
...
V. Karasenko
Mitja Kleider
Aron Leibfried
Christian Pehle
Johannes Schemmel
230
27
0
21 Mar 2022
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
Frontiers in Neuroscience (Front. Neurosci.), 2022
Christian Pehle
Sebastian Billaudelle
Benjamin Cramer
Jakob Kaiser
Korbinian Schreiber
Yannik Stradmann
Johannes Weis
Aron Leibfried
Eric Müller
Johannes Schemmel
430
213
0
26 Jan 2022
The dynamical regime and its importance for evolvability, task performance and generalization
IEEE Symposium on Artificial Life (AL), 2021
Jan Prosi
Sina Khajehabdollahi
E. Giannakakis
Georg Martius
Anna Levina
97
3
0
22 Mar 2021
Extending BrainScaleS OS for BrainScaleS-2
Eric Müller
Christian Mauch
Philipp Spilger
O. Breitwieser
Johann Klähn
David Stöckel
Timo C. Wunderlich
Johannes Schemmel
223
25
0
30 Mar 2020
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System
Journal of Signal Processing Systems (JSPS), 2020
Andreas Grübl
Sebastian Billaudelle
Benjamin Cramer
V. Karasenko
Johannes Schemmel
283
39
0
25 Mar 2020
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate
International Symposium on Circuits and Systems (ISCAS), 2019
Sebastian Billaudelle
Yannik Stradmann
Korbinian Schreiber
Benjamin Cramer
A. Baumbach
...
V. Karasenko
Walter Senn
Mihai A. Petrovici
Johannes Schemmel
K. Meier
266
51
0
30 Dec 2019
Structural plasticity on an accelerated analog neuromorphic hardware system
Neural Networks (NN), 2019
Sebastian Billaudelle
Benjamin Cramer
Mihai A. Petrovici
Korbinian Schreiber
David Kappel
Johannes Schemmel
K. Meier
200
27
0
27 Dec 2019
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