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Experimentation, learning, and dialogue: an RRI-inspired approach to dual-use of concern

Inga Ulnicane, Tara Mahfoud, Arleen Salles

Journal of Responsible Innovation 2022-07-18
Evaluating Muscle Synergies With EMG Data and Physics Simulation in the Neurorobotics Platform

Benedikt Feldotto, Cristian Soare, Alois Knoll, Piyanee Sriya, Sarah Astill, Marc de Kamps, Samit Chakrabarty

Frontiers in Neurorobotics 2022-07-12
Triple dissociation of visual, auditory and motor processing in primary visual cortex

Matthijs N. Oude Lohuis, Pietro Marchesi, Umberto Olcese, Cyriel Pennartz

BioRxiv 2022-06-29
Meta-Reinforcement Learning in Non-Stationary and Dynamic Environments

Zhenshan Bing, David Lerch, Kai Huang, Alois Knoll

IEEE Transactions on Pattern Analysis and Machine Intelligence 2022-06-23
Network Layer Analysis for a RL-Based Robotic Reaching Task

Benedikt Feldotto, Heiko Lengenfelder, Florian Röhrbein, Alois C. Knoll

Frontiers in Robotics and AI, Vol. 9 2022-06-23
Error-based or target-based? A unified framework for learning in recurrent spiking networks

Cristiano Capone, Paolo Muratore, Pier Stanislao Paolucci

PLOS Computational Biology, Vol. 18, No. 6 2022-06-21
Cerebellum Involvement in Dystonia During Associative Motor Learning: Insights From a Data-Driven Spiking Network Model

Alice Geminiani, Aurimas Mockevičius, Egidio D’Angelo, Claudia Casellato

Frontiers in Systems Neuroscience, Vol. 16 2022-06-16
The coming decade of digital brain research - A vision for neuroscience at the intersection of technology and computing

Katrin Amunts, Markus Axer, Lise Bitsch, Jan Bjaalie, Andrea Brovelli, Svenja Caspers, Jean-Pierre Changeux, Irene Costantini, Egidio D'Angelo, Giulia De Bonis, Gustavo Deco, Javier DeFelipe, Alain Destexhe, Timo Dicksheid, Markus Diesmann, Julie Dugue, Emrah Düzel, Simon B Eickhoff, Andreas K Engel, Kathinka Evers, Jan Fousek, Stephen Furber, Ra…

ZENODO 2022-06-10
Spiking Neural Network Equalization for IM/DD Optical Communication

Elias Arnold1, Georg Böcherer, Eric M ̈uller, Philipp Spilger, Johannes Schemmel , Stefano Calabrò, Maxim Kuschnerov

arXiv version of a conference contribution 2022-06-01
Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communication

Elias Arnold, Georg Böcherer, Eric Müller, Philipp Spilger, Johannes Schemmel, Stefano Calabrò†, Maxim Kuschnerov

arXiv 2022-06-01