List of works - Demis Hassabis

3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources

scientific article published in 2022

A clinically applicable approach to continuous prediction of future acute kidney injury

scientific article published on 31 July 2019

A distributional code for value in dopamine-based reinforcement learning

scientific article published on 15 January 2020

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

scientific article published in Science

A goal direction signal in the human entorhinal/subicular region

scientific article

Accurate proteome-wide missense variant effect prediction with AlphaMissense

scientific article published on 19 September 2023

Addendum: International evaluation of an AI system for breast cancer screening

scientific article published on 01 October 2020

Artificial Intelligence: Chess match of the century

scientific article published in Nature

Autobiographical memory in semantic dementia: a longitudinal fMRI study

scientific article

Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes

scientific article published on 01 September 2018

Building machines that learn and think for themselves

scientific article published in January 2017

Choking on the money: reward-based performance decrements are associated with midbrain activity

scientific article

Clinically applicable deep learning for diagnosis and referral in retinal disease

scientific article published on 13 August 2018

Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information

scientific article published on December 2016

Cortical midline involvement in autobiographical memory

scientific article published on 10 October 2008

Decoding individual episodic memory traces in the human hippocampus

scientific article

Decoding neuronal ensembles in the human hippocampus

scientific article

Decoding overlapping memories in the medial temporal lobes using high-resolution fMRI ⬇️

scientific article published on November 15, 2011

Decoding representations of scenes in the medial temporal lobes

scientific article

Deconstructing episodic memory with construction

scientific article

Detecting representations of recent and remote autobiographical memories in vmPFC and hippocampus

scientific article

Differential engagement of brain regions within a 'core' network during scene construction

scientific article

Discovering faster matrix multiplication algorithms with reinforcement learning

scientific article published on 5 October 2022

Foraging under competition: the neural basis of input-matching in humans

scientific article published on June 2013

From threat to fear: the neural organization of defensive fear systems in humans

scientific article published on September 2009

Grandmaster level in StarCraft II using multi-agent reinforcement learning

scientific article published on 30 October 2019

Highly accurate protein structure prediction for the human proteome

Highly accurate protein structure prediction with AlphaFold

scientific article

Hippocampal place cells construct reward related sequences through unexplored space

scientific article

How cognitive and reactive fear circuits optimize escape decisions in humans

scientific article published on 5 March 2018

Human-level control through deep reinforcement learning

scientific article

Human-level performance in 3D multiplayer games with population-based reinforcement learning

scientific article published on 01 May 2019

Hybrid computing using a neural network with dynamic external memory

scientific article (publication date: 12 October 2016)

Imagination-Augmented Agents for Deep Reinforcement Learning ⬇️

scientific article published in January 2017

Imagine all the people: how the brain creates and uses personality models to predict behavior

scientific article

Imagining fictitious and future experiences: evidence from developmental amnesia

scientific article

Impaired spatial and non-spatial configural learning in patients with hippocampal pathology

scientific article published on 13 April 2007

Improved protein structure prediction using potentials from deep learning

scientific article published on 15 January 2020

International evaluation of an AI system for breast cancer screening

scientific article published on 01 January 2020

Learning high-accuracy error decoding for quantum processors

scientific article published on 20 November 2024

Magnetic control of tokamak plasmas through deep reinforcement learning

scientific article

Mastering Atari, Go, chess and shogi by planning with a learned model

scientific article published on 23 December 2020

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm ⬇️

scientific article published on 5 December 2017

Mastering the game of Go with deep neural networks and tree search

scientific article (publication date: 27 January 2016)

Mastering the game of Go without human knowledge ⬇️

scientific article

Mastering the game of Stratego with model-free multiagent reinforcement learning

scientific article published on 2 December 2022

Multi-voxel pattern analysis in human hippocampal subfields

scientific article published on 18 October 2012

Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network

scientific article published on May 2016

Neural scene representation and rendering

scientific article published on 14 June 2018

Neuroscience-Inspired Artificial Intelligence

scientific article

Overcoming catastrophic forgetting in neural networks

academic article, arXiv

Overcoming catastrophic forgetting in neural networks.

scientific article published on 14 March 2017

Patients with hippocampal amnesia cannot imagine new experiences

scientific article

Predicting conversion to wet age-related macular degeneration using deep learning

scientific article published on 18 May 2020

Prefrontal cortex as a meta-reinforcement learning system

scientific article published on 14 May 2018

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

scientific article published on 01 December 2019

Reinforcement Learning, Fast and Slow

scientific article published in April 2019

Reply to Huszár: The elastic weight consolidation penalty is empirically valid

scientific article published on 20 February 2018

Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization

scientific article published on 11 August 2016

Role of the hippocampus in imagination and future thinking ⬇️

scientific article published on March 3, 2011

Scalable watermarking for identifying large language model outputs

scientific article published on 23 October 2024

Scaling Language Models: Methods, Analysis & Insights from Training Gopher ⬇️

Scene construction in amnesia: an FMRI study

scientific article published in April 2012

Semantic representations in the temporal pole predict false memories

scientific article published on 22 August 2016

Slow escape decisions are swayed by trait anxiety

scientific article published on 20 May 2019

Tackling Climate Change with Machine Learning ⬇️

scientific article published on 5 November 2019

Tackling Climate Change with Machine Learning

scientific article published on 08 February 2022

The Forget-me-not Process ⬇️

scientific article published in January 2016

The Neural Processes Underpinning Episodic Memory ⬇️

PhD thesis by Demis Hassabis

The construction system of the brain

scientific article

The future of memory: remembering, imagining, and the brain

scientific article

Tracking the emergence of conceptual knowledge during human decision making

scientific article

Turing centenary: Is the brain a good model for machine intelligence?

scientific article

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

scientific article published in 2021

Using imagination to understand the neural basis of episodic memory

scientific article

Vector-based navigation using grid-like representations in artificial agents

scientific article published on 9 May 2018

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated

scientific article published on July 2016

When fear is near: threat imminence elicits prefrontal-periaqueductal gray shifts in humans

scientific article

List of works by Demis Hassabis

3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources

A clinically applicable approach to continuous prediction of future acute kidney injury

A distributional code for value in dopamine-based reinforcement learning

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

A goal direction signal in the human entorhinal/subicular region

Accurate proteome-wide missense variant effect prediction with AlphaMissense

Addendum: International evaluation of an AI system for breast cancer screening

Artificial Intelligence: Chess match of the century

Autobiographical memory in semantic dementia: a longitudinal fMRI study

Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes

Building machines that learn and think for themselves

Choking on the money: reward-based performance decrements are associated with midbrain activity

Clinically applicable deep learning for diagnosis and referral in retinal disease

Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information

Cortical midline involvement in autobiographical memory

Decoding individual episodic memory traces in the human hippocampus

Decoding neuronal ensembles in the human hippocampus

Decoding overlapping memories in the medial temporal lobes using high-resolution fMRI ⬇️

Decoding representations of scenes in the medial temporal lobes

Deconstructing episodic memory with construction

Detecting representations of recent and remote autobiographical memories in vmPFC and hippocampus

Differential engagement of brain regions within a 'core' network during scene construction

Discovering faster matrix multiplication algorithms with reinforcement learning

Foraging under competition: the neural basis of input-matching in humans

From threat to fear: the neural organization of defensive fear systems in humans

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Highly accurate protein structure prediction for the human proteome

Highly accurate protein structure prediction with AlphaFold

Hippocampal place cells construct reward related sequences through unexplored space

How cognitive and reactive fear circuits optimize escape decisions in humans

Human-level control through deep reinforcement learning

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Hybrid computing using a neural network with dynamic external memory

Imagination-Augmented Agents for Deep Reinforcement Learning ⬇️

Imagine all the people: how the brain creates and uses personality models to predict behavior

Imagining fictitious and future experiences: evidence from developmental amnesia

Impaired spatial and non-spatial configural learning in patients with hippocampal pathology

Improved protein structure prediction using potentials from deep learning

International evaluation of an AI system for breast cancer screening

Learning high-accuracy error decoding for quantum processors

Magnetic control of tokamak plasmas through deep reinforcement learning

Mastering Atari, Go, chess and shogi by planning with a learned model

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm ⬇️

Mastering the game of Go with deep neural networks and tree search

Mastering the game of Go without human knowledge ⬇️

Mastering the game of Stratego with model-free multiagent reinforcement learning

Multi-voxel pattern analysis in human hippocampal subfields

Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network

Neural scene representation and rendering

Neuroscience-Inspired Artificial Intelligence

Overcoming catastrophic forgetting in neural networks

Overcoming catastrophic forgetting in neural networks.

Patients with hippocampal amnesia cannot imagine new experiences

Predicting conversion to wet age-related macular degeneration using deep learning

Prefrontal cortex as a meta-reinforcement learning system

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Reinforcement Learning, Fast and Slow

Reply to Huszár: The elastic weight consolidation penalty is empirically valid

Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization

Role of the hippocampus in imagination and future thinking ⬇️

Scalable watermarking for identifying large language model outputs

Scaling Language Models: Methods, Analysis & Insights from Training Gopher ⬇️

Scene construction in amnesia: an FMRI study

Semantic representations in the temporal pole predict false memories

Slow escape decisions are swayed by trait anxiety

Tackling Climate Change with Machine Learning ⬇️

Tackling Climate Change with Machine Learning

The Forget-me-not Process ⬇️

The Neural Processes Underpinning Episodic Memory ⬇️

The construction system of the brain

The future of memory: remembering, imagining, and the brain

Tracking the emergence of conceptual knowledge during human decision making

Turing centenary: Is the brain a good model for machine intelligence?

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

Using imagination to understand the neural basis of episodic memory

Vector-based navigation using grid-like representations in artificial agents

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated

When fear is near: threat imminence elicits prefrontal-periaqueductal gray shifts in humans