Decomposing dynamical subprocesses for compositional generalization.

Autor: Luettgau L; Imaging Neuroscience, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London WC1B 5EH, United Kingdom.; Imaging Neuroscience, Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3AR, United Kingdom., Erdmann T; Imaging Neuroscience, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London WC1B 5EH, United Kingdom.; Division of Psychiatry, Faculty of Brain Sciences, University College London, London W1T 7NF, United Kingdom., Veselic S; Imaging Neuroscience, Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3AR, United Kingdom.; Clinical and Movement Neurosciences, Department of Motor Neuroscience, University College London, London WC1N 3BG, United Kingdom., Stachenfeld KL; Google DeepMind, London N1 C4AG, United Kingdom., Kurth-Nelson Z; Imaging Neuroscience, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London WC1B 5EH, United Kingdom.; Google DeepMind, London N1 C4AG, United Kingdom., Moran R; Imaging Neuroscience, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London WC1B 5EH, United Kingdom.; Imaging Neuroscience, Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3AR, United Kingdom.; Science and Engineering Department, School of Biological and Behavioural Sciences, Queen Mary University of London, London E1 4DQ, United Kingdom., Dolan RJ; Imaging Neuroscience, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London WC1B 5EH, United Kingdom.; Imaging Neuroscience, Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3AR, United Kingdom.

Publikováno v: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2024 Nov 12; Vol. 121 (46), pp. e2408134121. Date of Electronic Publication: 2024 Nov 08.

Rapid learning of predictive maps with STDP and theta phase precession.

Autor: George TM; Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, London, United Kingdom., de Cothi W; Research Department of Cell and Developmental Biology, University College London, London, United Kingdom., Stachenfeld KL; DeepMind, London, United Kingdom., Barry C; Research Department of Cell and Developmental Biology, University College London, London, United Kingdom.

Publikováno v: ELife [Elife] 2023 Mar 16; Vol. 12. Date of Electronic Publication: 2023 Mar 16.

Flexible modulation of sequence generation in the entorhinal-hippocampal system.

Autor: McNamee DC; Wellcome Centre for Human Neuroimaging, University College London, London, UK. daniel.c.mcnamee@gmail.com.; Max Planck UCL Centre for Computational Psychiatry, London, UK. daniel.c.mcnamee@gmail.com.; Department of Psychology, Harvard University, Cambridge, MA, USA. daniel.c.mcnamee@gmail.com., Stachenfeld KL; Google DeepMind, London, UK., Botvinick MM; Google DeepMind, London, UK.; Gatsby Computational Neuroscience Unit, University College London, London, UK., Gershman SJ; Department of Psychology, Harvard University, Cambridge, MA, USA.; Center for Brain Science, Harvard University, Cambridge, MA, USA.; Center for Brains, Minds and Machines, MIT, Cambridge, MA, USA.

Publikováno v: Nature neuroscience [Nat Neurosci] 2021 Jun; Vol. 24 (6), pp. 851-862. Date of Electronic Publication: 2021 Apr 12.

What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior.

Autor: Behrens TEJ; Wellcome Centre for Integrative Neuroimaging, Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK; Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG. Electronic address: behrens@fmrib.ox.ac.uk., Muller TH; Wellcome Centre for Integrative Neuroimaging, Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK., Whittington JCR; Wellcome Centre for Integrative Neuroimaging, Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK., Mark S; Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG., Baram AB; Wellcome Centre for Integrative Neuroimaging, Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK., Stachenfeld KL; DeepMind, London, UK., Kurth-Nelson Z; DeepMind, London, UK; Max Planck-UCL Centre for Computational Psychiatry and Ageing Research, University College London, London, UK.

Publikováno v: Neuron [Neuron] 2018 Oct 24; Vol. 100 (2), pp. 490-509.

The hippocampus as a predictive map.

Autor: Stachenfeld KL; DeepMind, London, UK.; Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, USA., Botvinick MM; DeepMind, London, UK.; Gatsby Computational Neuroscience Unit, University College London, London, UK., Gershman SJ; Department of Psychology and Center for Brain Science, Harvard University, Cambridge, Massachusetts, USA.

Publikováno v: Nature neuroscience [Nat Neurosci] 2017 Nov; Vol. 20 (11), pp. 1643-1653. Date of Electronic Publication: 2017 Oct 02.