E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware

por Rostami, Amirhossein, Vogginger, Bernhard, Yan, Yexin, Mayr, Christian G.
Publicado 2022

Reducing the computational footprint for real-time BCPNN learning

por Vogginger, Bernhard, Schüffny, René, Lansner, Anders, Cederström, Love, Partzsch, Johannes, Höppner, Sebastian
Publicado 2015

Efficient SNN multi-cores MAC array acceleration on SpiNNaker 2

por Huang, Jiaxin, Kelber, Florian, Vogginger, Bernhard, Liu, Chen, Kreutz, Felix, Gerhards, Pascal, Scholz, Daniel, Knobloch, Klaus, Mayr, Christian G.
Publicado 2023

VLSI Implementation of a 2.8 Gevent/s Packet-Based AER Interface with Routing and Event Sorting Functionality

por Scholze, Stefan, Schiefer, Stefan, Partzsch, Johannes, Hartmann, Stephan, Mayr, Christian Georg, Höppner, Sebastian, Eisenreich, Holger, Henker, Stephan, Vogginger, Bernhard, Schüffny, Rene
Publicado 2011

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

por Liu, Chen, Bellec, Guillaume, Vogginger, Bernhard, Kappel, David, Partzsch, Johannes, Neumärker, Felix, Höppner, Sebastian, Maass, Wolfgang, Furber, Steve B., Legenstein, Robert, Mayr, Christian G.
Publicado 2018

Characterization and Compensation of Network-Level Anomalies in Mixed-Signal Neuromorphic Modeling Platforms

por Petrovici, Mihai A., Vogginger, Bernhard, Müller, Paul, Breitwieser, Oliver, Lundqvist, Mikael, Muller, Lyle, Ehrlich, Matthias, Destexhe, Alain, Lansner, Anders, Schüffny, René, Schemmel, Johannes, Meier, Karlheinz
Publicado 2014

Automotive Radar Processing With Spiking Neural Networks: Concepts and Challenges

por Vogginger, Bernhard, Kreutz, Felix, López-Randulfe, Javier, Liu, Chen, Dietrich, Robin, Gonzalez, Hector A., Scholz, Daniel, Reeb, Nico, Auge, Daniel, Hille, Julian, Arsalan, Muhammad, Mirus, Florian, Grassmann, Cyprian, Knoll, Alois, Mayr, Christian
Publicado 2022