STDP installs in Winner-Take-All circuits an online approximation to hidden Markov model learning.

by David Kappel, Bernhard Nessler, Wolfgang Maass
Published 2014-03-01

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

by Chen Liu, Guillaume Bellec, Bernhard Vogginger, David Kappel, David Kappel, David Kappel, Johannes Partzsch, Felix Neumärker, Sebastian Höppner, Wolfgang Maass, Steve B. Furber, Robert Legenstein, Christian G. Mayr
Published 2018-11-01

Network Plasticity as Bayesian Inference.

by David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass
Published 2015-11-01

Embodied Synaptic Plasticity With Online Reinforcement Learning

by Jacques Kaiser, Michael Hoff, Michael Hoff, Andreas Konle, J. Camilo Vasquez Tieck, David Kappel, David Kappel, David Kappel, Daniel Reichard, Anand Subramoney, Robert Legenstein, Arne Roennau, Wolfgang Maass, Rüdiger Dillmann
Published 2019-10-01

Adaptive Extreme Edge Computing for Wearable Devices

by Erika Covi, Elisa Donati, Xiangpeng Liang, David Kappel, Hadi Heidari, Melika Payvand, Wei Wang
Published 2021-05-01