The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation.

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作者： James C R,Whittington ^[1] ; Timothy H,Muller ^[2] ; Shirley,Mark ^[3] ; Guifen,Chen ^[4] ; Caswell,Barry ^[5] ; Neil,Burgess ^[6] ; Timothy E J,Behrens ^[7]

作者单位： Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 9DU, UK. Electronic address: jcrwhittington@gmail.com. ^[1] Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 9DU, UK; Institute of Neurology, UCL, London WC1N 3BG, UK. ^[2] Wellcome Centre for Human Neuroimaging, UCL, London WC1N 3AR, UK. ^[3] Institute of Cognitive Neuroscience, UCL, London WC1N 3AZ, UK; School of Biological and Chemical Sciences, QMUL, London E1 4NS, UK. ^[4] Sainsbury Wellcome Centre for Neural Circuits and Behaviour, UCL, London W1T 4JG, UK; Research department of Cell and Developmental Biology, UCL, London WC1E 6BT, UK. ^[5] Institute of Neurology, UCL, London WC1N 3BG, UK; Wellcome Centre for Human Neuroimaging, UCL, London WC1N 3AR, UK; Institute of Cognitive Neuroscience, UCL, London WC1N 3AZ, UK; Sainsbury Wellcome Centre for Neural Circuits and Behaviour, UCL, London W1T 4JG, UK. ^[6] Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 9DU, UK; Wellcome Centre for Human Neuroimaging, UCL, London WC1N 3AR, UK; Sainsbury Wellcome Centre for Neural Circuits and Behaviour, UCL, London W1T 4JG, UK. ^[7]

关键词 entorhinal cortex generalization grid cells hippocampus neural networks non-spatial reasoning place cells representation learning