Pieter R. Roelfsema

Publication Activity (10 Years)

Years Active: 1995-2021
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Biologically Plausible

Top Venues

PLoS Comput. Biol.

Publications

Wouter Kruijne, Sander M. Bohté, Pieter R. Roelfsema, Christian N. L. Olivers
Flexible Working Memory Through Selective Gating and Attentional Tagging. Neural Comput. 33 (1) (2021)
Ulf H. Schnabel, Tobias Van der Bijl, Pieter R. Roelfsema, Jeannette A. M. Lorteije
A Direct Comparison of Spatial Attention and Stimulus-Response Compatibility between Mice and Humans. J. Cogn. Neurosci. 33 (5) (2021)
Davide Zambrano, Pieter R. Roelfsema, Sander M. Bohté
Learning continuous-time working memory tasks with on-policy neural reinforcement learning. Neurocomputing 461 (2021)
Isabella Pozzi, Sander M. Bohté, Pieter R. Roelfsema
Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation. NeurIPS (2020)
Matthew W. Self, Timo van Kerkoerle, Rainer Goebel, Pieter R. Roelfsema
Benchmarking laminar fMRI: Neuronal spiking and synaptic activity during top-down and bottom-up processing in the different layers of cortex. NeuroImage 197 (2019)
Isabella Pozzi, Sander M. Bohté, Pieter R. Roelfsema
A Biologically Plausible Learning Rule for Deep Learning in the Brain. CoRR (2018)
Tobias Brosch, Heiko Neumann, Pieter R. Roelfsema
Reinforcement Learning of Linking and Tracing Contours in Recurrent Neural Networks. PLoS Comput. Biol. 11 (10) (2015)
Jaldert O. Rombouts, Sander M. Bohté, Pieter R. Roelfsema
How Attention Can Create Synaptic Tags for the Learning of Working Memories in Sequential Tasks. PLoS Comput. Biol. 11 (3) (2015)
Davide Zambrano, Pieter R. Roelfsema, Sander M. Bohté
Continuous-time on-policy neural Reinforcement Learning of working memory tasks. IJCNN (2015)
Jaldert O. Rombouts, Pieter R. Roelfsema, Sander M. Bohté
Learning resets of neural working memory. ESANN (2014)
Jaldert O. Rombouts, Arjen van Ooyen, Pieter R. Roelfsema, Sander M. Bohté
Biologically Plausible Multi-dimensional Reinforcement Learning in Neural Networks. ICANN (1) (2012)
Jaldert O. Rombouts, Pieter R. Roelfsema, Sander M. Bohté
Learning to Recall. ERCIM News 2012 (91) (2012)
Jaldert O. Rombouts, Sander M. Bohté, Pieter R. Roelfsema
Neurally Plausible Reinforcement Learning of Working Memory Tasks. NIPS (2012)
Paolo Dario, Paul F. M. J. Verschure, Tony J. Prescott, Gordon Cheng, Giulio Sandini, Roberto Cingolani, Rüdiger Dillmann, Dario Floreano, Christophe Leroux, Sheila MacNeil, Pieter R. Roelfsema, Xenophon Verykios, Antonio Bicchi, Chris Melhuish, Alin Albu-Schäffer
Robot Companions for Citizens. FET (2011)
Ariel Zylberberg, Diego Fernández Slezak, Pieter R. Roelfsema, Stanislas Dehaene, Mariano Sigman
The Brain's Router: A Cortical Network Model of Serial Processing in the Primate Brain. PLoS Comput. Biol. 6 (4) (2010)
Judith C. Peters, Rainer Goebel, Pieter R. Roelfsema
Remembered but Unused: The Accessory Items in Working Memory that Do Not Guide Attention. J. Cogn. Neurosci. 21 (6) (2009)
Pieter R. Roelfsema, Arjen van Ooyen
Attention-Gated Reinforcement Learning of Internal Representations for Classification. Neural Comput. 17 (10) (2005)
Sander M. Bohté, Henk Spekreijse, Pieter R. Roelfsema
The Effects of Pair-wise and Higher-order Correlations on the Firing Rate of a Postsynaptic Neuron. Neural Comput. 12 (1) (2000)
Peter König, Andreas K. Engel, Pieter R. Roelfsema, Wolf Singer
How precise is neuronal synchronization? Neural Comput. 7 (3) (1995)