Deep convolutional neural networks, features, and categories perform similarly at explaining primate high-level visual representations

Autor: Jozwik, KM, Kriegeskorte, Nikolaus, Cichy, Radoslaw Martin, Mur, Marieke

Deep convolutional neural networks (DNNs) are currently the best computational model for explaining image representations across the visual cortical hierarchy. However, it is unclear how the representations in DNNs relate to those of simpler “oracl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b4ed0e4edda7933695e438a1c474dea2

A viable hypomorphic mutation in the mitochondrial ribosome subunit, MRPS-31, exhibits mitochondrial dysfunction in C. elegans .

Autor: Jozwik KM; Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States., Held JP; Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States., Hecht CA; Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States., Patel MR; Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States.; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, United States.; Evolutionary Studies, Vanderbilt University, Nashville, Tennessee, United States.; Diabetes Research and Training Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States.

Publikováno v: MicroPublication biology [MicroPubl Biol] 2024 Sep 30; Vol. 2024. Date of Electronic Publication: 2024 Sep 30 (Print Publication: 2024).

Disentangling five dimensions of animacy in human brain and behaviour.

Autor: Jozwik KM; Department of Psychology, University of Cambridge, Cambridge, UK. jozwik.kamila@gmail.com., Najarro E; Digital Design Department, IT University of Copenhagen, Copenhagen, Denmark., van den Bosch JJF; Département de Psychologie, Université de Montréal, Montreal, Canada., Charest I; Département de Psychologie, Université de Montréal, Montreal, Canada., Cichy RM; Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany., Kriegeskorte N; Zuckerman Mind Brain Behavior Institute, Department of Psychology, Department of Neuroscience, Department of Electrical Engineering, Columbia University, New York, USA.

Publikováno v: Communications biology [Commun Biol] 2022 Nov 14; Vol. 5 (1), pp. 1247. Date of Electronic Publication: 2022 Nov 14.

Atypical Neurogenesis in Induced Pluripotent Stem Cells From Autistic Individuals.

Autor: Adhya D; Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Swarup V; Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, California., Nagy R; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Dutan L; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Shum C; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Valencia-Alarcón EP; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Jozwik KM; Cancer Research UK Cambridge Institute, Cambridge, United Kingdom., Mendez MA; Department of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Horder J; Department of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Loth E; Department of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Nowosiad P; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Lee I; Behavioural and Brain Sciences Unit, Population Policy Practice Programme, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom., Skuse D; Behavioural and Brain Sciences Unit, Population Policy Practice Programme, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom., Flinter FA; Department of Clinical Genetics, Guy's and St. Thomas' NHS Foundation Trust, London, United Kingdom., Murphy D; Department of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., McAlonan G; Department of Forensic and Neurodevelopmental Sciences, Sackler Institute for Translational Neurodevelopment, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom., Geschwind DH; Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, California; Department of Human Genetics, University of California, Los Angeles, Los Angeles, California., Price J; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom., Carroll J; Cancer Research UK Cambridge Institute, Cambridge, United Kingdom., Srivastava DP; Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; MRC Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom. Electronic address: deepak.srivastava@kcl.ac.uk., Baron-Cohen S; Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.

Publikováno v: Biological psychiatry [Biol Psychiatry] 2021 Mar 01; Vol. 89 (5), pp. 486-496. Date of Electronic Publication: 2020 Jun 23.

Deep Convolutional Neural Networks Outperform Feature-Based But Not Categorical Models in Explaining Object Similarity Judgments.

Autor: Jozwik KM; Neural Dynamics of Visual Cognition, Department of Education and Psychology, Free University of Berlin, Berlin, Germany.; Memory and Perception Group, MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom., Kriegeskorte N; Memory and Perception Group, MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom., Storrs KR; Memory and Perception Group, MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom., Mur M; Memory and Perception Group, MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom.

Publikováno v: Frontiers in psychology [Front Psychol] 2017 Oct 09; Vol. 8, pp. 1726. Date of Electronic Publication: 2017 Oct 09 (Print Publication: 2017).