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Learning with reinforcement prediction errors in a model of the <i>Drosophila</i> mushroom body
James E. M. Bennett, Andrew Philippides, Thomas Nowotny
Publication Date: 07 May, 2021
Article Pages: 1 Open access contents
Synaptic metaplasticity in binarized neural networks
Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
Publication Date: 05 May, 2021
Article Pages: 1 Open access contents
Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps
Dileep George, Rajeev V. Rikhye, Nishad Gothoskar, J. Swaroop Guntupalli, Antoine Dedieu, Miguel Lázaro-Gredilla
Publication Date: 22 April, 2021
Article Pages: 1 Open access contents
Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
Arman Eshaghi, Alexandra L. Young, Peter A. Wijeratne, Ferran Prados, Douglas L. Arnold, Sridar Narayanan, Charles R. G. Guttmann, Frederik Barkhof, Daniel C. Alexander, Alan J. Thompson, Declan Chard, Olga Ciccarelli
Publication Date: 06 April, 2021
Article Pages: 1 Open access contents
Predictive learning as a network mechanism for extracting low-dimensional latent space representations
Stefano Recanatesi, Matthew Farrell, Guillaume Lajoie, Sophie Deneve, Mattia Rigotti, Eric Shea-Brown
Publication Date: 03 March, 2021
Article Pages: 1 Open access contents
Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning
Anees Abrol, Zening Fu, Mustafa Salman, Rogers Silva, Yuhui Du, Sergey Plis, Vince Calhoun
Publication Date: 13 January, 2021
Article Pages: 1 Open access contents
Remembrance of things practiced with fast and slow learning in cortical and subcortical pathways
James M. Murray, G. Sean Escola
Publication Date: 23 December, 2020
Article Pages: 1 Open access contents