Lista de obras - James DiCarlo - Dominio Público Uruguay

'Breaking' position-invariant object recognition

artículo científico publicado en 2005

A Conversation with James DiCarlo

artículo científico publicado en 2014

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

artículo científico publicado en 2009

A rodent model for the study of invariant visual object recognition

artículo científico publicado en 2009

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

artículo científico publicado en 2007

An Open Resource for Non-human Primate Optogenetics

artículo científico publicado en 2020

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

artículo científico publicado en 2003

Balanced Increases in Selectivity and Tolerance Produce Constant Sparseness along the Ventral Visual Stream ⬇️

artículo científico publicado el 25 de julio de 2012

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?

artículo científico publicado en 2018

CORnet: Modeling the Neural Mechanisms of Core Object Recognition

artículo científico publicado en 2018

Catalyzing next-generation Artificial Intelligence through NeuroAI

artículo científico publicado en 2023

Comparison of Object Recognition Behavior in Human and Monkey

artículo científico publicado en 2015

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

artículo científico publicado en 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. ⬇️

artículo científico publicado en 2014

Discrimination training alters object representations in human extrastriate cortex.

artículo científico publicado en 2006

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

artículo científico publicado en 2008

Eight open questions in the computational modeling of higher sensory cortex

artículo científico publicado en 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.

artículo científico publicado en 2016

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

artículo científico publicado en 2020

Fast readout of object identity from macaque inferior temporal cortex

artículo científico publicado en 2005

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

artículo científico publicado en 2008

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

artículo científico publicado en 2008

How does the brain solve visual object recognition?

artículo científico publicado en 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

artículo científico publicado en 2018

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

artículo científico publicado en 2013

Learning and neural plasticity in visual object recognition.

artículo científico publicado en 2006

Minimally invasive multimode optical fiber microendoscope for deep brain fluorescence imaging

artículo científico publicado en 2018

Multiple object response normalization in monkey inferotemporal cortex.

artículo científico publicado en 2005

Neural Mechanisms Underlying Visual Object Recognition

artículo científico

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

artículo científico publicado en 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 ⬇️

artículo científico publicado el 9 de mayo de 2012

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

artículo científico publicado en 2016

Neuroscience: making faces in the brain

artículo científico publicado en 2006

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

artículo científico publicado en 2006

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

artículo científico publicado en 2015

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

artículo científico publicado en 2014

Precedence of the Eye Region in Neural Processing of Faces ⬇️

artículo científico publicado el 21 de noviembre de 2012

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

artículo científico publicado en 2002

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.

artículo científico publicado en 2010

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

artículo científico publicado en 2013

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

artículo científico publicado en 2015

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

artículo científico publicado en 2020

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

artículo científico publicado en 2020

Steven Hsiao: in memoriam

artículo científico publicado en 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

artículo científico publicado en 2019

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

artículo científico publicado en 2007

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

artículo científico publicado el 23 de septiembre de 2010

Unsupervised Neural Network Models of the Ventral Visual Stream

artículo científico publicado en 2020

Unsupervised natural experience rapidly alters invariant object representation in visual cortex

artículo científico publicado en 2008

Unsupervised neural network models of the ventral visual stream

artículo científico publicado en 2021

Untangling invariant object recognition

artículo científico publicado en 2007

Using goal-driven deep learning models to understand sensory cortex

artículo científico publicado en 2016

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

artículo científico publicado en 2004

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

artículo científico publicado en 2009

Why is real-world visual object recognition hard?

artículo científico publicado en 2008

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

artículo científico publicado en 2020

Lista de obras de James 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