List of works - James J. DiCarlo

'Breaking' position-invariant object recognition

scientific article published on 7 August 2005

A Conversation with James DiCarlo

scientific article published in January 2014

A high-throughput screening approach to discovering good forms of biologically inspired visual representation

scientific article

A rodent model for the study of invariant visual object recognition

scientific article

A stable topography of selectivity for unfamiliar shape classes in monkey inferior temporal cortex

scientific article

An Open Resource for Non-human Primate Optogenetics

scientific article published on 12 October 2020

Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position.

scientific article

Balanced increases in selectivity and tolerance produce constant sparseness along the ventral visual stream

scientific article

Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs ⬇️

article by Jonas Kubilius et al published 2019 in Advances in Neural Information Processing Systems 32

Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?

scientific article published on 5 September 2018

CORnet: Modeling the Neural Mechanisms of Core Object Recognition

scientific article published on 4 September 2018

Catalyzing next-generation Artificial Intelligence through NeuroAI

scientific article published on 22 March 2023

Comparison of Object Recognition Behavior in Human and Monkey

scientific article

Computational models of category-selective brain regions enable high-throughput tests of selectivity

scientific article published on 20 September 2021

Deep learning reaches the motor system

scientific article published on 01 October 2018

Deep neural networks rival the representation of primate IT cortex for core visual object recognition. ⬇️

scientific article

Discrimination training alters object representations in human extrastriate cortex.

scientific article published in December 2006

Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?

scientific article published on October 2008

Eight open questions in the computational modeling of higher sensory cortex

scientific article published on 24 February 2016

Evidence that recurrent circuits are critical to the ventral stream's execution of core object recognition behavior

scientific article published on 29 April 2019

Explicit information for category-orthogonal object properties increases along the ventral stream.

scientific article published on 22 February 2016

Fast Recurrent Processing via Ventrolateral Prefrontal Cortex Is Needed by the Primate Ventral Stream for Robust Core Visual Object Recognition

scientific article published on 08 October 2020

Fast readout of object identity from macaque inferior temporal cortex

scientific article published in November 2005

Fine-scale spatial organization of face and object selectivity in the temporal lobe: do functional magnetic resonance imaging, optical imaging, and electrophysiology agree?

scientific article

Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream ⬇️

scholarly article by Daniel L. Yamins et al published 2013 in Advances in Neural Information Processing Systems 26

High-resolution three-dimensional microelectrode brain mapping using stereo microfocal X-ray imaging

scientific article published on 24 September 2008

How does the brain solve visual object recognition?

scientific article published in February 2012

Integrative Benchmarking to Advance Neurally Mechanistic Models of Human Intelligence

scientific article published on 08 September 2020

Large-Scale, High-Resolution Comparison of the Core Visual Object Recognition Behavior of Humans, Monkeys, and State-of-the-Art Deep Artificial Neural Networks

scientific article published on 13 July 2018

Large-scale, high-resolution neurophysiological maps underlying FMRI of macaque temporal lobe

scientific article published on September 2013

Learning and neural plasticity in visual object recognition.

scientific article

Minimally invasive multimode optical fiber microendoscope for deep brain fluorescence imaging.

scientific article published on 6 March 2018

Multiple object response normalization in monkey inferotemporal cortex.

scientific article published in September 2005

Neural Mechanisms Underlying Visual Object Recognition

scientific article published on January 2014

Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals

scientific article published on 28 November 2018

Neural population control via deep image synthesis

scientific article published on 01 May 2019

Neuronal learning of invariant object representation in the ventral visual stream is not dependent on reward

scientific article

Neurophysiological Organization of the Middle Face Patch in Macaque Inferior Temporal Cortex

scientific article

Neuroscience: making faces in the brain

scientific article published on 26 July 2006

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex

scientific article published in February 2006

Optogenetic and pharmacological suppression of spatial clusters of face neurons reveal their causal role in face gender discrimination

scientific article published on 7 May 2015

Performance-optimized hierarchical models predict neural responses in higher visual cortex

scientific article

Precedence of the eye region in neural processing of faces

scientific article published on November 2012

Receptive field structure in cortical area 3b of the alert monkey

scientific article

Reversible Inactivation of Different Millimeter-Scale Regions of Primate IT Results in Different Patterns of Core Object Recognition Deficits

scientific article published on 13 March 2019

Selectivity and tolerance ("invariance") both increase as visual information propagates from cortical area V4 to IT.

scientific article

Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons

scientific article

Simple Learned Weighted Sums of Inferior Temporal Neuronal Firing Rates Accurately Predict Human Core Object Recognition Performance.

scientific article

Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations ⬇️

scientific article published in November 2020

Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations

scientific article published on 17 June 2020

Steven Hsiao: in memoriam

scientific article published in February 2015

Task-Driven Convolutional Recurrent Models of the Visual System ⬇️

article by Aran Nayebi et al published 2018 in Advances in Neural Information Processing Systems 31

The inferior temporal cortex is a potential cortical precursor of orthographic processing in untrained monkeys

scientific article published on 04 August 2020

To find better neural network models of human vision, find better neural network models of primate vision

scientific article published on 2 July 2019

Trade-off between object selectivity and tolerance in monkey inferotemporal cortex.

scientific article published in November 2007

Unsupervised Natural Visual Experience Rapidly Reshapes Size-Invariant Object Representation in Inferior Temporal Cortex ⬇️

scientific article published on September 23, 2010

Unsupervised Neural Network Models of the Ventral Visual Stream

scientific article published on 18 June 2020

Unsupervised natural experience rapidly alters invariant object representation in visual cortex

scientific article

Unsupervised neural network models of the ventral visual stream

scientific article published on 11 January 2021

Untangling invariant object recognition

scientific article

Using goal-driven deep learning models to understand sensory cortex

scientific article published on February 2016

Using neuronal latency to determine sensory-motor processing pathways in reaction time tasks

scientific article published on 17 November 2004

What response properties do individual neurons need to underlie position and clutter "invariant" object recognition?

scientific article published on 13 May 2009

Why is real-world visual object recognition hard?

scientific article

Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream

scholarly article

List of works by James J. DiCarlo

'Breaking' position-invariant object recognition

A Conversation with James DiCarlo

A high-throughput screening approach to discovering good forms of biologically inspired visual representation

A rodent model for the study of invariant visual object recognition

A stable topography of selectivity for unfamiliar shape classes in monkey inferior temporal cortex

An Open Resource for Non-human Primate Optogenetics

Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position.

Balanced increases in selectivity and tolerance produce constant sparseness along the ventral visual stream

Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs ⬇️

Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?

CORnet: Modeling the Neural Mechanisms of Core Object Recognition

Catalyzing next-generation Artificial Intelligence through NeuroAI

Comparison of Object Recognition Behavior in Human and Monkey

Computational models of category-selective brain regions enable high-throughput tests of selectivity

Deep learning reaches the motor system

Deep neural networks rival the representation of primate IT cortex for core visual object recognition. ⬇️

Discrimination training alters object representations in human extrastriate cortex.

Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?

Eight open questions in the computational modeling of higher sensory cortex

Evidence that recurrent circuits are critical to the ventral stream's execution of core object recognition behavior

Explicit information for category-orthogonal object properties increases along the ventral stream.

Fast Recurrent Processing via Ventrolateral Prefrontal Cortex Is Needed by the Primate Ventral Stream for Robust Core Visual Object Recognition

Fast readout of object identity from macaque inferior temporal cortex

Fine-scale spatial organization of face and object selectivity in the temporal lobe: do functional magnetic resonance imaging, optical imaging, and electrophysiology agree?

Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream ⬇️

High-resolution three-dimensional microelectrode brain mapping using stereo microfocal X-ray imaging

How does the brain solve visual object recognition?

Integrative Benchmarking to Advance Neurally Mechanistic Models of Human Intelligence

Large-Scale, High-Resolution Comparison of the Core Visual Object Recognition Behavior of Humans, Monkeys, and State-of-the-Art Deep Artificial Neural Networks

Large-scale, high-resolution neurophysiological maps underlying FMRI of macaque temporal lobe

Learning and neural plasticity in visual object recognition.

Minimally invasive multimode optical fiber microendoscope for deep brain fluorescence imaging.

Multiple object response normalization in monkey inferotemporal cortex.

Neural Mechanisms Underlying Visual Object Recognition

Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals

Neural population control via deep image synthesis

Neuronal learning of invariant object representation in the ventral visual stream is not dependent on reward

Neurophysiological Organization of the Middle Face Patch in Macaque Inferior Temporal Cortex

Neuroscience: making faces in the brain

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex

Optogenetic and pharmacological suppression of spatial clusters of face neurons reveal their causal role in face gender discrimination

Performance-optimized hierarchical models predict neural responses in higher visual cortex

Precedence of the eye region in neural processing of faces

Receptive field structure in cortical area 3b of the alert monkey

Reversible Inactivation of Different Millimeter-Scale Regions of Primate IT Results in Different Patterns of Core Object Recognition Deficits

Selectivity and tolerance ("invariance") both increase as visual information propagates from cortical area V4 to IT.

Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons

Simple Learned Weighted Sums of Inferior Temporal Neuronal Firing Rates Accurately Predict Human Core Object Recognition Performance.

Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations ⬇️

Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations

Steven Hsiao: in memoriam

Task-Driven Convolutional Recurrent Models of the Visual System ⬇️

The inferior temporal cortex is a potential cortical precursor of orthographic processing in untrained monkeys

To find better neural network models of human vision, find better neural network models of primate vision

Trade-off between object selectivity and tolerance in monkey inferotemporal cortex.

Unsupervised Natural Visual Experience Rapidly Reshapes Size-Invariant Object Representation in Inferior Temporal Cortex ⬇️

Unsupervised Neural Network Models of the Ventral Visual Stream

Unsupervised natural experience rapidly alters invariant object representation in visual cortex

Unsupervised neural network models of the ventral visual stream

Untangling invariant object recognition

Using goal-driven deep learning models to understand sensory cortex

Using neuronal latency to determine sensory-motor processing pathways in reaction time tasks

What response properties do individual neurons need to underlie position and clutter "invariant" object recognition?

Why is real-world visual object recognition hard?

Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream