Functional integration and inference in the brain

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Foundations

1986 • 15,232 citations

Parallel Distributed Processing

1986 • 14,631 citations

Statistical parametric maps in functional imaging: A general linear approach

1994 • 9,606 citations

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

1995 • 8,891 citations

Independent component analysis, A new concept?

1994 • 8,133 citations

Distributed Hierarchical Processing in the Primate Cerebral Cortex

1991 • 7,706 citations

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

1996 • 5,674 citations

Causality: Models, Reasoning and Inference

2001 • 5,101 citations

Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects

1999 • 5,020 citations

Preface: Cerebral Cortex Has Come of Age

1991 • 3,393 citations

Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

2001 • 3,213 citations

Psychophysiological and Modulatory Interactions in Neuroimaging

1997 • 3,055 citations

Nonlinear principal component analysis using autoassociative neural networks

1991 • 2,823 citations

Functional and effective connectivity in neuroimaging: A synthesis

1994 • 2,351 citations

CATEGORY SPECIFIC SEMANTIC IMPAIRMENTS

1984 • 2,203 citations

Synaptic Depression and Cortical Gain Control

1997 • 1,731 citations

A measure for brain complexity: relating functional segregation and integration in the nervous system.

1994 • 1,578 citations

Computational vision and regularization theory

1985 • 1,425 citations

Positron Emission Tomographic Studies of the Processing of Singe Words

1989 • 1,244 citations

The Helmholtz Machine

1995 • 1,167 citations

CATEGORIES OF KNOWLEDGE

1987 • 1,117 citations

The "Wake-Sleep" Algorithm for Unsupervised Neural Networks

1995 • 1,100 citations

The functional logic of cortical connections

1988 • 1,071 citations

Laminar origins and terminations of cortical connections of the occipital lobe in the rhesus monkey

1979 • 1,061 citations

Attentional modulation of visual motion processing in cortical areas MT and MST

1996 • 1,059 citations

On the computational architecture of the neocortex

1991 • 959 citations

Stein's Estimation Rule and its Competitors—An Empirical Bayes Approach

1973 • 860 citations

Deep dyslexia: A case study of connectionist neuropsychology

1993 • 856 citations

NEURAL NETWORKS, PRINCIPAL COMPONENTS, AND SUBSPACES

1989 • 838 citations

Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI

1997 • 804 citations

CATEGORY SPECIFIC ACCESS DYSPHASIA

1983 • 793 citations

Global and fine information coded by single neurons in the temporal visual cortex

1999 • 761 citations

A computational model of semantic memory impairment: Modality specificity and emergent category specificity.

1991 • 673 citations

Vision: Coding and efficiency

1991 • 672 citations

A computational model of semantic memory impairment: Modality specificity and emergent category specificity.

1991 • 656 citations

Lesioning an attractor network: Investigations of acquired dyslexia.

1991 • 645 citations

Corticocortical connections in the visual system: structure and function

1995 • 641 citations

Nonlinear principal component analysis—Based on principal curves and neural networks

1996 • 626 citations

Towards a Theory of Early Visual Processing

1990 • 579 citations

The Trouble with Cognitive Subtraction

1996 • 549 citations

Synaptic physiology of horizontal connections in the cat's visual cortex

1991 • 546 citations

Forming sparse representations by local anti-Hebbian learning

1990 • 541 citations

Neural Darwinism: Selection and reentrant signaling in higher brain function

1993 • 527 citations

Learning and Computational Neuroscience: Foundations of Adaptive Networks

1990 • 510 citations

Towards a network theory of cognition

2000 • 505 citations

Time-Derivative Models of Pavlovian Reinforcement

1990 • 494 citations

The colour centre in the cerebral cortex of man

1989 • 446 citations

Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. Response characteristics

1987 • 445 citations

Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models)

1989 • 441 citations

Brain systems for encoding and retrieval of auditory—verbal memory. An in vivo study in humans

1995 • 440 citations

How independent are the messages carried by adjacent inferior temporal cortical neurons?

1993 • 438 citations

Simultaneously Recorded Trains of Action Potentials: Analysis and Functional Interpretation

1969 • 415 citations

Semantic memory in Alzheimer's disease.

1989 • 401 citations

Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. Information theoretic analysis

1987 • 392 citations

How the brain learns to see objects and faces in an impoverished context

1997 • 387 citations

Cerebral Oxygen Metabolism and Blood Flow in Human Cerebral Ischemic Infarction

1982 • 385 citations

Representation and separation of signals using nonlinear PCA type learning

1994 • 377 citations

Parallel visual computation

1983 • 361 citations

Constraints on cortical and thalamic projections: the no-strong-loops hypothesis

1998 • 359 citations

Temporal dynamics of a neural solution to the aperture problem in visual area MT of macaque brain

2001 • 358 citations

In search of common foundations for cortical computation

1997 • 345 citations

Category-Specific Semantic Deficits in Focal and Widespread Brain Damage: A Computational Account

1998 • 330 citations

Stein's Estimation Rule and Its Competitors--An Empirical Bayes Approach

1973 • 321 citations

Nonlinear System Analysis and Identification from Random Data

1991 • 315 citations

Information encoding and the responses of single neurons in the primate temporal visual cortex

1993 • 295 citations

Trading spaces: Computation, representation, and the limits of uninformed learning

1997 • 293 citations

An algebraic approach to nonlinear functional expansions

1983 • 274 citations

The functional anatomy of word comprehension and production

1998 • 265 citations

Value-dependent selection in the brain: Simulation in a synthetic neural model

1994 • 260 citations

Perceptual Neural Organization: Some Approaches Based on Network Models and Information Theory

1990 • 253 citations

Temporal Coding in the Brain

1994 • 248 citations

Attentional modulation of effective connectivity from V2 to V5/MT in humans

2000 • 229 citations

LOCALIZATION OF FUNCTION IN THE CEREBRAL CORTEX: PAST, PRESENT AND FUTURE

1984 • 210 citations

Effect of cooling area 18 on striate cortex cells in the squirrel monkey.

1982 • 194 citations

Visual activity in area V2 during reversible inactivation of area 17 in the macaque monkey

1989 • 185 citations

An optimal estimation approach to visual perception and learning

1999 • 162 citations

Dynamics of activity and connectivity in physiological neuronal networks

1991 • 141 citations

Chaotic Oscillations and the Genesis of Meaning in Cerebral Cortex

1994 • 137 citations

Calculation of the Volterra kernels of non-linear dynamic systems using an artificial neural network

1994 • 124 citations

A forward-inverse optics model of reciprocal connections between visual cortical areas

1993 • 124 citations

The Epistemological Problem for Automata

1956 • 109 citations

Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models)

1989 • 92 citations

A forward-inverse optics model of reciprocal connections between visual cortical areas

1993 • 65 citations

Nonlinear source separation: the post-nonlinear mixtures.

1997 • 62 citations

Activation Functions, Computational Goals, and Learning Rules for Local Processors with Contextual Guidance

1997 • 58 citations

Disconnection syndromes

1993 • 57 citations

The motion pathways of the visual cortex

1991 • 55 citations

Principal component analysis learning algorithms: a neurobiological analysis

1993 • 50 citations

The labile brain. III. Transients and spatio–temporal receptive fields

2000 • 37 citations

Entropy and Cortical Activity: Information Theory and PET Findings

1992 • 21 citations

Deleted Work

1955 • 0 citations