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2020 – today
- 2021
[j6]Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici, Korbinian Schreiber, David Kappel, Johannes Schemmel, Karlheinz Meier:
Structural plasticity on an accelerated analog neuromorphic hardware system. Neural Networks 133: 11-20 (2021)- 2020
- [c3]Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr:
Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. EBCCSP 2020: 1-4 - [i9]Jacques Kaiser, Michael Hoff, Andreas Konle, Juan Camilo Vasquez Tieck, David Kappel, Daniel Reichard, Anand Subramoney, Robert A. Legenstein, Arne Rönnau, Wolfgang Maass, Rüdiger Dillmann:
Embodied Synaptic Plasticity with Online Reinforcement learning. CoRR abs/2003.01431 (2020) - [i8]Erika Covi, Elisa Donati, Hadi Heidari, David Kappel, Xiangpeng Liang, Melika Payvand, Wei Wang:
Adaptive Extreme Edge Computing for Wearable Devices. CoRR abs/2012.14937 (2020)
2010 – 2019
- 2019
- [j5]Jacques Kaiser, Michael Hoff, Andreas Konle, Juan Camilo Vasquez Tieck
, David Kappel, Daniel Reichard, Anand Subramoney, Robert A. Legenstein, Arne Rönnau, Wolfgang Maass, Rüdiger Dillmann:
Embodied Synaptic Plasticity With Online Reinforcement Learning. Frontiers Neurorobotics 13: 81 (2019) - [j4]Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert A. Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. IEEE Trans. Biomed. Circuits Syst. 13(3): 579-591 (2019) - [i7]Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert A. Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. CoRR abs/1903.08500 (2019) - [i6]Lukas Hahne, Timo Lüddecke, Florentin Wörgötter, David Kappel:
Attention on Abstract Visual Reasoning. CoRR abs/1911.05990 (2019) - [i5]Sebastian Billaudelle, Benjamin Cramer, Mihai A. Petrovici, Korbinian Schreiber, David Kappel, Johannes Schemmel, Karlheinz Meier:
Structural plasticity on an accelerated analog neuromorphic hardware system. CoRR abs/1912.12047 (2019) - 2018
- [c2]Guillaume Bellec, David Kappel, Wolfgang Maass, Robert A. Legenstein:
Deep Rewiring: Training very sparse deep networks. ICLR (Poster) 2018 - 2017
- [i4]David Kappel, Robert A. Legenstein, Stefan Habenschuss, Michael Hsieh, Wolfgang Maass:
Reward-based stochastic self-configuration of neural circuits. CoRR abs/1704.04238 (2017) - [i3]Guillaume Bellec, David Kappel, Wolfgang Maass, Robert A. Legenstein:
Deep Rewiring: Training very sparse deep networks. CoRR abs/1711.05136 (2017) - 2016
- [i2]Zhaofei Yu, David Kappel, Robert A. Legenstein, Sen Song, Feng Chen, Wolfgang Maass:
Hamiltonian synaptic sampling in a model for reward-gated network plasticity. CoRR abs/1606.00157 (2016) - 2015
- [j3]David Kappel, Stefan Habenschuss, Robert A. Legenstein, Wolfgang Maass:
Network Plasticity as Bayesian Inference. PLoS Comput. Biol. 11(11) (2015) - [c1]David Kappel, Stefan Habenschuss, Robert A. Legenstein, Wolfgang Maass:
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring. NIPS 2015: 370-378 - [i1]David Kappel, Stefan Habenschuss, Robert A. Legenstein, Wolfgang Maass:
Network Plasticity as Bayesian Inference. CoRR abs/1504.05143 (2015) - 2014
- [j2]Dejan Pecevski, David Kappel, Zeno Jonke:
NEVESIM: event-driven neural simulation framework with a Python interface. Frontiers Neuroinformatics 8: 70 (2014) - [j1]David Kappel, Bernhard Nessler, Wolfgang Maass:
STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning. PLoS Comput. Biol. 10(3) (2014)
Coauthor Index
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