Demystifying unsupervised learning: how it helps and hurts.

Autor: Bröker F; Department of Computational Neuroscience, Max Planck Institute for Biological Cybernetics, Tübingen, Germany; Gatsby Computational Neuroscience Unit, University College London, London, UK; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA; Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA. Electronic address: franziska.broeker.15@ucl.ac.uk., Holt LL; Department of Psychology, University of Texas at Austin, Austin, TX, US., Roads BD; Department of Experimental Psychology, University College London, London, UK., Dayan P; Department of Computational Neuroscience, Max Planck Institute for Biological Cybernetics, Tübingen, Germany; University of Tübingen, Tübingen, Germany., Love BC; Department of Experimental Psychology, University College London, London, UK.

Publikováno v: Trends in cognitive sciences [Trends Cogn Sci] 2024 Nov; Vol. 28 (11), pp. 974-986. Date of Electronic Publication: 2024 Sep 30.

Modeling Similarity and Psychological Space.

Autor: Roads BD; Department of Experimental Psychology, University College London, London, United Kingdom; email: b.roads@ucl.ac.uk., Love BC; Department of Experimental Psychology, University College London, London, United Kingdom; email: b.roads@ucl.ac.uk.

Publikováno v: Annual review of psychology [Annu Rev Psychol] 2024 Jan 18; Vol. 75, pp. 215-240. Date of Electronic Publication: 2023 Aug 10.

A too-good-to-be-true prior to reduce shortcut reliance.

Autor: Dagaev N; School of Psychology, HSE University, Moscow, Russia.; Department of Computer Science, University College London, London, United Kingdom., Roads BD; Department of Experimental Psychology, University College London, London, United Kingdom., Luo X; Department of Experimental Psychology, University College London, London, United Kingdom., Barry DN; Department of Experimental Psychology, University College London, London, United Kingdom., Patil KR; Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Center Jülich, Jülich, Germany.; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany., Love BC; Department of Experimental Psychology, University College London, London, United Kingdom.; The Alan Turing Institute, London, United Kingdom.

Publikováno v: Pattern recognition letters [Pattern Recognit Lett] 2023 Feb; Vol. 166, pp. 164-171.

Predicting the Ease of Human Category Learning Using Radial Basis Function Networks.

Autor: Roads BD; Department of Computer Science and Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO 80309-0430, U.S.A. b.roads@ucl.ac.uk., Mozer MC; Department of Computer Science and Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO 80309-0430, U.S.A. mcmozer@google.com.

Publikováno v: Neural computation [Neural Comput] 2021 Feb; Vol. 33 (2), pp. 376-397. Date of Electronic Publication: 2021 Jan 05.

The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks.

Autor: Luo X; Department of Experimental Psychology, University College London, 26 Bedford Way, London, WC1H 0AP UK., Roads BD; Department of Experimental Psychology, University College London, 26 Bedford Way, London, WC1H 0AP UK., Love BC; Department of Experimental Psychology, University College London, 26 Bedford Way, London, WC1H 0AP UK.

Publikováno v: Computational brain & behavior [Comput Brain Behav] 2021; Vol. 4 (2), pp. 213-230. Date of Electronic Publication: 2021 Feb 12.