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[Re] How Attention Can Create Synaptic Tags for the Learning of Working Memories in Sequential Tasks, Erwan Le Masson & Frédéric Alexandre, ReScience, volume 2, issue 1, 2016.
A reference implementation of How Attention Can Create Synaptic Tags for the Learning of Working Memories in Sequential Tasks, J. Rombouts, M. Bohte and P. Roelfsema, PLoS Computational Biology, 11, 2015.
Keywords: Neuroscience, Deep learning, Associative cortex, Python
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.200334 -
[Re] Cellular and Network Mechanisms of Slow Oscillatory Activity (<1 Hz) and Wave Propagations in a Cortical Network Model, A. Maksimov, S.J. van Albada, M. Diesmann, ReScience, volume 2, issue 1, 2016.
A reference implementation of Cellular and Network Mechanisms of Slow Oscillatory Activity (<1 Hz) and Wave Propagations in a Cortical Network Model, Compte, A., Sanchez-Vives M.V., McCormick D.A. & Wang XJ, Journal of Neurophysiology 89(5), 2003.
Keywords: Python, Neuroscience, NEST, Network Modeling, Up-Down Oscillations, Cortex, Membrane Resistance Measurement
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.161526 -
[Re] Robust timing and motor patterns by taming chaos in recurrent neural networks, J. Vitay, ReScience, volume 2, issue 1, 2016.
A reference implementation of Robust timing and motor patterns by taming chaos in recurrent neural networks, Laje, R. and Buonomano, D.V., Nature Neurosciences, 16(7), 2013.
Keywords: Python, Recurrent neural networks, Reservoir computing, Dynamical systems, Learning, Chaos
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.159545 -
[Re] Multiple dynamical modes of thalamic relay neurons: rhythmic bursting and intermittent phase-locking, G. Detorakis, ReScience, volume 2, issue 1, 2016.
A reference implementation of Multiple dynamical modes of thalamic relay neurons: rhythmic bursting and intermittent phase-locking, Neuroscience, 59(1), 1994.
Keywords: Neuroscience, Python, Conductance-based model, Thalamic relay neurons, Intermittent phase-locking, Spindle oscillation, Delta oscillation
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.61697 -
[Re] Chaos in a long-term experiment with a plankton community, O. Petchey, M. Plebani, F. Pennekamp, ReScience, volume 2, issue 1, 2016.
A reference implementation of Chaos in a long-term experiment with a plankton community, Benincà, E., Huisman, J., Heerkloss, R., Jöhnk, K.D., Branco, P., Van Nes, E.H., Sche er, M. & Ellner, S.P. Nature 451, 822–825, 2008.
Keywords: Ecology, Forecasting, Prediction, Chaos, Nonlinear dynamics, Plankton community, Species interactions
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.50213 -
[Re] Least-cost modelling on irregular landscape graphs, J. Stachelek, ReScience, volume 2, issue 1, 2016.
A reference implementation of Least-cost modelling on irregular landscape graphs, T. Etherington, Landscape Ecology, 27, 2012.
Keywords: Ecology, Least-cost path, Delaunay triangulation, Graph Theory
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.47146 -
[Re] Speed/accuracy trade-off between the habitual and the goal-directed process , G. Viejo, B. Girard & M. Khamassi, ReScience, volume 2, issue 1, 2015.
A reference implementation of Speed/accuracy trade-off between the habitual and the goal-directed process, M. Keramati, A. Dezfouli, P. Payam, PLoS computational biology, 7, 2011.
Keywords: Neuroscience, Decision Making, Python
Links: PDF | Code repository | Review | DOI 10.5281/zenodo.45852
