Matthew M Botvinick (Matthew Botvinick, M M Botvinick, Matt Botvinick)

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Decision Making

Prefrontal Cortex

Top Venues

Nature communications

Nature human behaviour

Nature neuroscience

This page only lists publications with an associated author ORCID identifier.

Publications

Diego Aldarondo, Josh Merel, Jesse D Marshall, Leonard Hasenclever, Ugne Klibaite, Amanda Gellis, Yuval Tassa, Greg Wayne, Matthew M Botvinick, Bence P Ölveczky
A virtual rodent predicts the structure of neural activity across behaviours. Nature 632 (8025) (2024)
Kelsey R Allen, Franziska Brändle, Matthew M Botvinick, Judith E Fan, Samuel J Gershman, Alison Gopnik, Thomas L Griffiths, Joshua K Hartshorne, Tobias U Hauser, Mark K Ho, Joshua R de Leeuw, Wei Ji Ma, Kou Murayama, Jonathan D Nelson, Bas van Opheusden, Thomas Pouncy, Janet Rafner, Iyad Rahwan, Robb B Rutledge, Jacob F Sherson, Özgür Şimşek, Hugo J Spiers, Christopher Summerfield, Mirko Thalmann, Natalia Vélez, Andrew J Watrous, Joshua B Tenenbaum, Eric Schulz
Using games to understand the mind. Nature human behaviour 8 (6) (2024)
Diego Aldarondo, Josh Merel, Jesse D Marshall, Leonard Hasenclever, Ugne Klibaite, Amanda Gellis, Yuval Tassa, Greg Wayne, Matthew M Botvinick, Bence P Ölveczky
A virtual rodent predicts the structure of neural activity across behaviours. Nature (2024)
Diego Aldarondo, Josh Merel, Jesse D Marshall, Leonard Hasenclever, Ugne Klibaite, Amanda Gellis, Yuval Tassa, Greg Wayne, Matthew M Botvinick, Bence P Ölveczky
A virtual rodent predicts the structure of neural activity across behaviours. Nature 632 (8025) (2024)
Kelsey R Allen, Franziska Brändle, Matthew M Botvinick, Judith E Fan, Samuel J Gershman, Alison Gopnik, Thomas L Griffiths, Joshua K Hartshorne, Tobias U Hauser, Mark K Ho, Joshua R de Leeuw, Wei Ji Ma, Kou Murayama, Jonathan D Nelson, Bas van Opheusden, Thomas Pouncy, Janet Rafner, Iyad Rahwan, Robb B Rutledge, Jacob F Sherson, Özgür Şimşek, Hugo J Spiers, Christopher Summerfield, Mirko Thalmann, Natalia Vélez, Andrew J Watrous, Joshua B Tenenbaum, Eric Schulz
Using games to understand the mind. Nature human behaviour (2024)
Diego Aldarondo, Josh Merel, Jesse D Marshall, Leonard Hasenclever, Ugne Klibaite, Amanda Gellis, Yuval Tassa, Greg Wayne, Matthew M Botvinick, Bence P Ölveczky
A virtual rodent predicts the structure of neural activity across behaviors. Nature (2024)
Anthony M Zador, G Sean Escola, Blake Richards, Bence Ölveczky, Yoshua Bengio, Kwabena Boahen, Matthew M Botvinick, Dmitri Chklovskii, Anne K Churchland, Claudia Clopath, James J DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad Körding, Alexei Koulakov, Yann LeCun, Timothy Lillicrap, Adam Marblestone, Bruno Olshausen, Alexandre Pouget, Cristina Savin, Terrence J Sejnowski, Eero P Simoncelli, Sara A Solla, David Sussillo, Andreas Savas Tolias, Doris Tsao
Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature communications 14 (1) (2023)
Anthony M Zador, G Sean Escola, Blake Richards, Bence Ölveczky, Yoshua Bengio, Kwabena Boahen, Matthew M Botvinick, Dmitri Chklovskii, Anne K Churchland, Claudia Clopath, James J DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad Körding, Alexei Koulakov, Yann LeCun, Timothy Lillicrap, Adam Marblestone, Bruno Olshausen, Alexandre Pouget, Cristina Savin, Terrence J Sejnowski, Eero P Simoncelli, Sara A Solla, David Sussillo, Andreas Savas Tolias, Doris Tsao
Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature communications 14 (1) (2023)
Anthony M Zador, G Sean Escola, Blake Richards, Bence Ölveczky, Yoshua Bengio, Kwabena Boahen, Matthew M Botvinick, Dmitri Chklovskii, Anne K Churchland, Claudia Clopath, James J DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad Körding, Alexei Koulakov, Yann LeCun, Timothy Lillicrap, Adam Marblestone, Bruno Olshausen, Alexandre Pouget, Cristina Savin, Terrence J Sejnowski, Eero P Simoncelli, Sara A Solla, David Sussillo, Andreas Savas Tolias, Doris Tsao
Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature communications 14 (1) (2023)
Luis S Piloto, Ari Weinstein, Peter Battaglia, Matthew M Botvinick
Intuitive physics learning in a deep-learning model inspired by developmental psychology. Nature human behaviour 6 (9) (2022)
Raphael Koster, Jan Balaguer, Andrea Tacchetti, Ari Weinstein, Tina Zhu, Oliver P Hauser, Duncan Williams, Lucy Campbell-Gillingham, Phoebe Thacker, Matthew M Botvinick, Christopher Summerfield
Human-centred mechanism design with Democratic AI. Nature human behaviour 6 (10) (2022)
Daniel C McNamee, Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
Flexible modulation of sequence generation in the entorhinal-hippocampal system. Nature neuroscience 24 (6) (2021)
Irina Higgins, Le Chang, Victoria Langston, Demis Hassabis, Christopher Summerfield, Doris Y Tsao, Matthew M Botvinick
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons. Nature communications 12 (1) (2021)
Josh Merel, Matthew M Botvinick, Greg Wayne
Hierarchical motor control in mammals and machines. Nature communications 10 (1) (2019)
Elliot H Smith, Guillermo Horga, Mark J Yates, Charles B Mikell, Garrett P Banks, Yagna J Pathak, Catherine A Schevon, Guy M McKhann, Benjamin Y Hayden, Matthew M Botvinick, Sameer A Sheth
Widespread temporal coding of cognitive control in the human prefrontal cortex. Nature neuroscience 22 (11) (2019)
Amitai Shenhav, Mark A Straccia, Sebastian Musslick, Jonathan D Cohen, Matthew M Botvinick
Dissociable neural mechanisms track evidence accumulation for selection of attention versus action. Nature communications 9 (1) (2018)
Francisco Pereira, Bin Lou, Brianna Pritchett, Samuel Ritter, Samuel J Gershman, Nancy Kanwisher, Matthew M Botvinick, Evelina Fedorenko
Toward a universal decoder of linguistic meaning from brain activation. Nature communications 9 (1) (2018)
Wouter Kool, Matthew M Botvinick
Mental labour. Nature human behaviour 2 (12) (2018)
S M Ali Eslami, Danilo Rezende, Frederic Besse, Fabio Viola, Ari S Morcos, Marta Garnelo, Avraham Ruderman, Andrei A Rusu, Ivo Danihelka, Karol Gregor, David P Reichert, Lars Buesing, Theophane Weber, Oriol Vinyals, Dan Rosenbaum, Neil Rabinowitz, Helen King, Chloe Hillier, Matthew M Botvinick, Daan Wierstra, Koray Kavukcuoglu, Demis Hassabis
Neural scene representation and rendering. Science (New York, N.Y.) 360 (6394) (2018)
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew M Botvinick
Prefrontal cortex as a meta-reinforcement learning system. Nature neuroscience 21 (6) (2018)
Kevin J Miller, Matthew M Botvinick, Carlos D Brody
Dorsal hippocampus contributes to model-based planning. Nature neuroscience 20 (9) (2017)
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
The hippocampus as a predictive map. Nature neuroscience 20 (11) (2017)
Ida Momennejad, E M Russek, J H Cheong, Matthew M Botvinick, N D Daw, Samuel J Gershman
The successor representation in human reinforcement learning. Nature human behaviour 1 (9) (2017)