Christopher Summerfield

Affiliations

Department of Experimental Psychology, University of Oxford, Oxford, UK. Electronic address: christopher.summerfield@psy.ox.ac.uk.

Publications (23)

How Can Neuroscientists Respond to the Climate Emergency?

Neuron

Avec: Adam R Aron , Richard B Ivry , Kate J Jeffery , Russell A Poldrack , Robert Schmidt , Christopher Summerfield , Anne E Urai

Neural structure mapping in human probabilistic reward learning.

eLife

Avec: Fabrice Luyckx , Hamed Nili , Bernhard Spitzer , Christopher Summerfield

Hippocampal place cells encode global location but not connectivity in a complex space.

Current biology : CB

Avec: Éléonore Duvelle , Roddy M Grieves , Anyi Liu , Selim Jedidi-Ayoub , Joanna Holeniewska , Adam Harris , Nils Nyberg , Francesco Donnarumma , Julie M Lefort , Kate J Jeffery , Christopher Summerfield , Giovanni Pezzulo , Hugo J Spiers

Selective Integration during Sequential Sampling in Posterior Neural Signals.

Cerebral cortex (New York, N.Y. : 1991)

Avec: Fabrice Luyckx , Bernhard Spitzer , Annabelle Blangero , Konstantinos Tsetsos , Christopher Summerfield

Human-centred mechanism design with Democratic AI.

Nature human behaviour

Avec: Raphael Koster , Jan Balaguer , Andrea Tacchetti , Ari Weinstein , Tina Zhu , Oliver Hauser , Duncan Williams , Lucy Campbell-Gillingham , Phoebe Thacker , Matthew Botvinick , Christopher Summerfield

Continual task learning in natural and artificial agents.

Trends in neurosciences

Avec: Timo Flesch , Andrew Saxe , Christopher Summerfield

A Network for Computing Value Equilibrium in the Human Medial Prefrontal Cortex.

Neuron

Avec: Keno Juechems , Jan Balaguer , Santiago Herce Castañón , María Ruz , Jill X O'Reilly , Christopher Summerfield

Human noise blindness drives suboptimal cognitive inference.

Nature communications

Avec: Santiago Herce Castañón , Rani Moran , Jacqueline Ding , Tobias Egner , Dan Bang , Christopher Summerfield

A map of decoy influence in human multialternative choice.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Tsvetomira Dumbalska , Vickie Li , Konstantinos Tsetsos , Christopher Summerfield

Goal-seeking compresses neural codes for space in the human hippocampus and orbitofrontal cortex.

Neuron

Avec: Paul S Muhle-Karbe , Hannah Sheahan , Giovanni Pezzulo , Hugo J Spiers , Samson Chien , Nicolas W Schuck , Christopher Summerfield

Thinking beyond the ventral stream: Comment on Bowers et al.

The Behavioral and brain sciences

Avec: Christopher Summerfield , Jessica A F Thompson

Structure learning and the posterior parietal cortex.

Progress in neurobiology

Avec: Christopher Summerfield , Fabrice Luyckx , Hannah Sheahan

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons.

Nature communications

Avec: Irina Higgins , Le Chang , Victoria Langston , Demis Hassabis , Christopher Summerfield , Doris Tsao , Matthew Botvinick

A Normative Account of Confirmation Bias During Reinforcement Learning.

Neural computation

Avec: Germain Lefebvre , Christopher Summerfield , Rafal Bogacz

Human optional stopping in a heteroscedastic world.

Psychological review

Avec: Hannah Tickle , Konstantinos Tsetsos , Maarten Speekenbrink , Christopher Summerfield

Neural state space alignment for magnitude generalization in humans and recurrent networks.

Neuron

Avec: Hannah Sheahan , Fabrice Luyckx , Stephanie Nelli , Clemens Teupe , Christopher Summerfield

Model Sharing in the Human Medial Temporal Lobe.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Avec: Leonie Glitz , Keno Juechems , Christopher Summerfield , Neil Garrett

How do (perceptual) distracters distract?

PLoS computational biology

Avec: Tsvetomira Dumbalska , Katarzyna Rudzka , Hannah E Smithson , Christopher Summerfield

The Effect of Older Age and Frailty on the Time to Diagnosis of Cancer: A Connected Bradford Electronic Health Records Study.

Cancers

Avec: Charlotte Summerfield , Lesley Smith , Oliver Todd , Cristina Renzi , Georgios Lyratzopoulos , Richard D Neal , Daniel Jones

Using the Veil of Ignorance to align AI systems with principles of justice.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Laura Weidinger , Kevin R McKee , Richard Everett , Saffron Huang , Tina O Zhu , Martin J Chadwick , Christopher Summerfield , Iason Gabriel

AI can help humans find common ground in democratic deliberation.

Science (New York, N.Y.)

Avec: Michael Henry Tessler , Michiel A Bakker , Daniel Jarrett , Hannah Sheahan , Martin J Chadwick , Raphael Koster , Georgina Evans , Lucy Campbell-Gillingham , Tantum Collins , David C Parkes , Matthew Botvinick , Christopher Summerfield

Causal Inference in the Multisensory Brain.

Neuron

Avec: Yinan Cao , Christopher Summerfield , Hame Park , Bruno Lucio Giordano , Christoph Kayser

Where Does Value Come From?

Trends in cognitive sciences

Avec: Keno Juechems , Christopher Summerfield

Réseau de co-auteurs

Fabrice Luyckx 4 collaborations

Hannah Sheahan 4 collaborations

Konstantinos Tsetsos 3 collaborations

Matthew Botvinick 3 collaborations

Keno Juechems 3 collaborations

Kate J Jeffery 2 collaborations

Bernhard Spitzer 2 collaborations

Giovanni Pezzulo 2 collaborations

Hugo J Spiers 2 collaborations

Raphael Koster 2 collaborations

Jan Balaguer 2 collaborations

Lucy Campbell-Gillingham 2 collaborations

Santiago Herce Castañón 2 collaborations

Tsvetomira Dumbalska 2 collaborations

Martin J Chadwick 2 collaborations

Adam R Aron 1 collaboration

Richard B Ivry 1 collaboration

Russell A Poldrack 1 collaboration

Robert Schmidt 1 collaboration

Anne E Urai 1 collaboration

Hamed Nili 1 collaboration

Éléonore Duvelle 1 collaboration

Roddy M Grieves 1 collaboration

Anyi Liu 1 collaboration

Selim Jedidi-Ayoub 1 collaboration

Joanna Holeniewska 1 collaboration

Adam Harris 1 collaboration

Nils Nyberg 1 collaboration

Francesco Donnarumma 1 collaboration

Julie M Lefort 1 collaboration

Annabelle Blangero 1 collaboration

Andrea Tacchetti 1 collaboration

Ari Weinstein 1 collaboration

Tina Zhu 1 collaboration

Oliver Hauser 1 collaboration

Duncan Williams 1 collaboration

Phoebe Thacker 1 collaboration

Timo Flesch 1 collaboration

Andrew Saxe 1 collaboration

María Ruz 1 collaboration

Jill X O'Reilly 1 collaboration

Rani Moran 1 collaboration

Jacqueline Ding 1 collaboration

Tobias Egner 1 collaboration

Dan Bang 1 collaboration

Vickie Li 1 collaboration

Paul S Muhle-Karbe 1 collaboration

Samson Chien 1 collaboration

Nicolas W Schuck 1 collaboration

Jessica A F Thompson 1 collaboration

Irina Higgins 1 collaboration

Le Chang 1 collaboration

Victoria Langston 1 collaboration

Demis Hassabis 1 collaboration

Doris Tsao 1 collaboration

Germain Lefebvre 1 collaboration

Rafal Bogacz 1 collaboration

Hannah Tickle 1 collaboration

Maarten Speekenbrink 1 collaboration

Stephanie Nelli 1 collaboration

Clemens Teupe 1 collaboration

Leonie Glitz 1 collaboration

Neil Garrett 1 collaboration

Katarzyna Rudzka 1 collaboration

Hannah E Smithson 1 collaboration

Charlotte Summerfield 1 collaboration

Lesley Smith 1 collaboration

Oliver Todd 1 collaboration

Cristina Renzi 1 collaboration

Georgios Lyratzopoulos 1 collaboration

Richard D Neal 1 collaboration

Daniel Jones 1 collaboration

Laura Weidinger 1 collaboration

Kevin R McKee 1 collaboration

Richard Everett 1 collaboration

Saffron Huang 1 collaboration

Tina O Zhu 1 collaboration

Iason Gabriel 1 collaboration

Michael Henry Tessler 1 collaboration

Michiel A Bakker 1 collaboration

Daniel Jarrett 1 collaboration

Georgina Evans 1 collaboration

Tantum Collins 1 collaboration

David C Parkes 1 collaboration

Yinan Cao 1 collaboration

Hame Park 1 collaboration

Bruno Lucio Giordano 1 collaboration

Christoph Kayser 1 collaboration