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List of works by Tomaso Poggio

'United' we stand

scientific article published in January 2002

3-D Analysis of the Flight Trajectories of Flies (Drosophila melanogaster)

scientific article published in 1980

3D Object Recognition: A Model of View-Tuned Neurons

scientific article published in January 1997

A Network for Image Segmentation Using Color

scientific article published in January 1989

A Sparse Representation for Function Approximation

scientific article published on July 28, 1998

A Volterra representation for some neuron models

scientific article published on August 3, 1977

A canonical neural circuit for cortical nonlinear operations

scientific article published in June 2008

A comparison of primate prefrontal and inferior temporal cortices during visual categorization.

scientific article published in June 2003

A computational theory of human stereo vision

scientific article published on May 23, 1979

A fast, invariant representation for human action in the visual system

scientific article published on 8 November 2017

A feedforward architecture accounts for rapid categorization

scholarly article

A model of V4 shape selectivity and invariance

scientific article published on 27 June 2007

A network that learns to recognize three-dimensional objects

scientific article published on January 1990

A parallel algorithm for real-time computation of optical flow

scientific article published in February 1989

A parallel motion algorithm consistent with psychophysics and physiology

A quantitative theory of immediate visual recognition

scientific article published on January 2007

A simple algorithm for solving the cable equation in dendritic trees of arbitrary geometry

scientific article published in February 1985

A theoretical analysis of electrical properties of spines

scientific article published on July 22, 1983

A theory of how the brain might work

scientific article published in January 1990

A theory of the pattern induced flight orientation of the fly Musca domestica

scientific article published on 01 May 1973

A theory of the pattern induced flight orientation of the fly Musca domestica II

scientific article published on January 1, 1975

An analysis of training and generalization errors in shallow and deep networks

scientific article published on 07 September 2019

Analysis of a cooperative stereo algorithm

scientific article published on March 3, 1978

Are cortical models really bound by the "binding problem"?

scientific article

Artificial Intelligence

scholarly article published 1988

Automated home-cage behavioural phenotyping of mice

scientific article published in Nature Communications

Bandpass channels, zero-crossings, and early visual information processing

scientific article published on 01 June 1979

Biologically Inspired Mechanisms for Adversarial Robustness

scientific article published in November 2020

Biophysiologically plausible implementations of the maximum operation

scientific article published in December 2002

Categorical representation of visual stimuli in the primate prefrontal cortex.

scientific article published in January 2001

Categorization by Learning and Combining Object Parts

Complexity control by gradient descent in deep networks

scientific article published on 24 February 2020

Computational vision and regularization theory.

scientific article published on September 1985

Computations in the vertebrate retina: gain enhancement, differentiation and motion discrimination

Computing texture boundaries from images

scientific article published on May 1988

Considerations on models of movement detection

scientific article published on 01 November 1973

Cooperative computation of stereo disparity

scientific article published on October 1976

DONALD ARTHUR GLASER: 21 SEPTEMBER 1926 - 28 FEBRUARY 2013.

scientific article published in September 2014

Do Deep Neural Networks Suffer from Crowding?

scientific article published in January 2017

Donald Arthur Glaser (1926-2013).

scientific article

Dynamic population coding of category information in inferior temporal and prefrontal cortex

scientific article published on 18 June 2008

Electrical properties of dendritic spines

Erratum: Corrigendum: Automated home-cage behavioural phenotyping of mice

scientific article published in Nature Communications

Extensions of a Theory of Networks for Approximation and Learning: Outliers and Negative Examples

article published in 1991

Fast perceptual learning in hyperacuity

scientific article published in November 1995

Fast perceptual learning in visual hyperacuity

scientific article

Fast readout of object identity from macaque inferior temporal cortex

scientific article published in November 2005

Feature Selection for SVMs

General conditions for predictivity in learning theory

scientific article published in March 2004

Generalization in vision and motor control

scientific article published in October 2004

Hidden cues in random-line stereograms

scientific article published on 01 November 1982

Hierarchical models of object recognition in cortex

scientific article published in November 1999

Holographic Embeddings of Knowledge Graphs

scientific article

Holographic aspects of temporal memory and optomotor responses

scientific article

I think I know that face..

scientific article published in Nature

Identification and analysis of alternative splicing events conserved in human and mouse

scientific article

Image representations for visual learning

scientific article published on June 1996

Incremental and Decremental Support Vector Machine Learning

scholarly article by Gert Cauwenberghs & Tomaso A. Poggio published 2001 in Advances in Neural Information Processing Systems 13

Intracellular measurements of spatial integration and the MAX operation in complex cells of the cat primary visual cortex

scientific article

Invariant Recognition Shapes Neural Representations of Visual Input

scientific article published on 27 July 2018

Invariant recognition drives neural representations of action sequences

scientific article

Just One View: Invariances in Inferotemporal Cell Tuning

Learning Manifolds with K-Means and K-Flats

scientific article published in January 2012

Learning a Color Algorithm from Examples

article by Tomaso A. Poggio & Anya C. Hurlbert published 1988 in Neural Information Processing Systems

Learning and disrupting invariance in visual recognition with a temporal association rule

scientific article published on 25 June 2012

Learning in brains and machines

scientific article

Learning invariant representations and applications to face verification

Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization

Learning with Group Invariant Features: A Kernel Perspective.

Learning with a Wasserstein Loss

Mathematics of the Neural Response

Models of object recognition

scientific article published on 01 August 1991

Models of object recognition.

scientific article

Multiclass Learning with Simplex Coding

scientific article published in January 2012

Neural Tuning Size in a Model of Primate Visual Processing Accounts for Three Key Markers of Holistic Face Processing

scientific article

Neural mechanisms for the recognition of biological movements

scientific article

Neural mechanisms of object recognition

scientific article

Neural representation of action sequences: how far can a simple snippet-matching model take us?

scientific article published in January 2013

Nonlinear interactions in a dendritic tree: localization, timing, and role in information processing

scientific article published on May 1983

Nonlinear interactions underlying visual orientation behavior of the fly.

scientific article published on January 1976

Object Recognition with Features Inspired by Visual Cortex

Object decoding with attention in inferior temporal cortex

scientific article published on May 9, 2011

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

scientific article published in February 2006

On Invariance in Hierarchical Models

scientific article published in January 2009

On holographic models of memory

scientific article published on May 1, 1973

On optimal nonlinear associative recall

scientific article published on September 18, 1975

On the respresentation of multi-input systems: computational properties of polynomial algorithms

scientific article published in January 1980

Parallel integration of vision modules

scientific article published in October 1988

Predicting the visual world: silence is golden

Prefrontal cortex activity during flexible categorization

scientific article published on June 2010

Real-time delayed tracking in flies

scientific article published on May 6, 1976

Regularization Networks and Support Vector Machines

Regularization Theory and Neural Networks Architectures

article by Federico Girosi et al published March 1995 in Neural Computation

Regularization algorithms for learning that are equivalent to multilayer networks

scientific article published in February 1990

Retinal ganglion cells: a functional interpretation of dendritic morphology

scientific article published in July 1982

Robust object recognition with cortex-like mechanisms

scientific article

Role of learning in three-dimensional form perception

scientific article published in December 1996

Scale and translation-invariance for novel objects in human vision

scientific article published on 29 January 2020

Shape representation in the inferior temporal cortex of monkeys

scientific article published on May 1, 1995

Smallest channel in early human vision

scientific article published on 01 July 1980

Symmetric 3D objects are an easy case for 2D object recognition.

scientific article published in January 1994

Synapses that compute motion

scientific article published on 01 May 1987

The Analysis of Stereopsis

scientific article published on January 1, 1984

The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex

scientific article (publication date: October 2015)

The Levels of Understanding framework, revised

scientific article

The Müller-Lyer figure and the fly

scientific article published on October 31, 1975

The biophysical properties of spines as a basis for their electrical function: a comment on Kawato & Tsukahara (1983)

scientific article published on 01 March 1985

The dynamics of invariant object recognition in the human visual system

scientific article

The importance of symmetry and virtual views in three-dimensional object recognition

scientific article published in January 1994

The orientation of flies towards visual patterns: On the search for the underlying functional interactions

scientific article published on August 1, 1975

Theoretical issues in deep networks

scientific article published on 09 June 2020

Tomaso Poggio

scientific article published in December 2004

Top–down learning of low-level vision tasks

scientific article published on December 1, 1997

Tracking and chasing in houseflies (Musca)

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

scientific article published in November 2007

Vertical image registration in stereopsis

scientific article published on 01 January 1984

View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head Orientation

scientific article published on 24 November 2016

View-based models of 3D object recognition: invariance to imaging transformations

scientific article published in May 1995

View-dependent object recognition by monkeys

scientific article published in May 1994

Vision by man and machine.

scientific article published in April 1984

Vision: are models of object recognition catching up with the brain?

scientific article published on 17 June 2013

Visual categorization and the primate prefrontal cortex: neurophysiology and behavior

scientific article published in August 2002

Visual control of orientation behaviour in the fly. Part I. A quantitative analysis

scientific article published on August 1, 1976

Visual control of orientation behaviour in the fly. Part II. Towards the underlying neural interactions

scientific article published on August 1, 1976

Visual hyperacuity: spatiotemporal interpolation in human vision

scientific article published on November 24, 1981

What and where: a Bayesian inference theory of attention

scientific article

Why The Brain Separates Face Recognition From Object Recognition

scientific article published in January 2011

Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review

article

Wiener-like system identification in physiology

scientific article published on October 20, 1977