The handbook of brain theory and neural networks

Pt. I. Background: The Elements of Brain Theory and Neural Networks

Introducing the Neuron

Levels and Styles of Analysis

Dynamics and Adaptation in Neural Networks

Pt. II. Road Maps: A Guided Tour of Brain Theory and Neural Networks

Meta-Map

Grounding Models of Neurons and Networks

Brain, Behavior, and Cognition

Psychology, Linguistics, and Artificial Intelligence

Biological Neurons and Networks

Dynamics and Learning in Artificial Networks

Sensory Systems

Motor Systems

Applications, Implementations, and Analysis

Pt. III. Articles

Action Monitoring and Forward Control of Movements

Activity-Dependent Regulation of Neuronal Conductances

Adaptive Resonance Theory

Adaptive Spike Coding

Amplification, Attenuation, and Integration

Analog Neural Nets: Computational Power

Analog VLSI Implementations of Neural Networks

Analogy-Based Reasoning and Metaphor

Arm and Hand Movement Control

Artificial Intelligence and Neural Networks

Associative Networks

Auditory Cortex

Auditory Periphery and Cochlear Nucleus

Auditory Scene Analysis

Axonal Modeling

Axonal Path Finding

Backpropagation: General Principles

Basal Ganglia

Bayesian Methods and Neural Networks

Bayesian Networks

Biologically Inspired Robotics

Biophysical Mechanisms of Neuronal Modeling

Biophysical Mosaic of the Neuron

Brain Signal Analysis

Brain-Computer Interfaces

Canonical Neural Models

Cerebellum and Conditioning

Cerebellum and Motor Control

Cerebellum: Neural Plasticity

Chains of Oscillators in Motor and Sensory Systems

Chaos in Biological Systems

Chaos in Neural Systems

Cognitive Development

Cognitive Maps

Cognitive Modeling: Psychology and Connectionism

Collective Behavior of Coupled Oscillators

Collicular Visuomotor Transformations for Gaze Control

Color Perception

Command Neurons and Command Systems

Competitive Learning

Competitive Queuing for Planning and Serial Performance

Compositionality in Neural Systems

Computing with Attractors

Concept Learning

Conditioning

Connectionist and Symbolic Representations

Consciousness, Neural Models of

Constituency and Recursion in Language

Contour and Surface Perception

Convolutional Networks for Images, Speech, and Time Series

Cooperative Phenomena

Cortical Hebbian Modules

Cortical Memory

Cortical Population Dynamics and Psychophysics

Covariance Structural Equation Modeling

Crustacean Stomatogastric System

Data Clustering and Learning

Databases for Neuroscience

Decision Support Systems and Expert Systems

Dendritic Learning

Dendritic Processing

Dendritic Spines

Development of Retinotectal Maps

Developmental Disorders

Diffusion Models of Neuron Activity

Digital VLSI for Neural Networks

Directional Selectivity

Dissociations Between Visual Processing Modes

Dopamine, Roles of

Dynamic Link Architecture

Dynamic Remapping

Dynamics of Bifurcation in Neural Nets

Dynamics of Association and Recall

Echolocation: Cochleotopic and Computational Maps

EEG and MEG Analysis

Electrolocation

Embodied Cognition

Emotional Circuits

Energy Functionals for Neural Networks

Ensemble Learning

Equilibrium Point Hypothesis

Event-Related Potentials

Evolution and Learning in Neural Networks

Evolution of Artificial Neural Networks

Evolution of Genetic Networks

Evolution of the Ancestral Vertebrate Brain

Eye-Hand Coordination in Reaching Movements

Face Recognition: Neurophysiology and Neural Technology

Face Recognition: Psychology and Connectionism

Fast Visual Processing

Feature Analysis

Filtering, Adaptive

Forecasting

Gabor Wavelets and Statistical Pattern Recognition

Gait Transitions

Gaussian Processes

Generalization and Regularization in Nonlinear Learning Systems

GENESIS Simulation System

Geometrical Principles in Motor Control

Global Visual Pattern Extraction

Graphical Models: Parameter Learning

Graphical Models: Probabilistic Inference

Graphical Models: Structure Learning

Grasping Movements: Visuomotor Transformations

Habituation

Half-Center Oscillators Underlying Rhythmic Movements

Hebbian Learning and Neuronal Regulation

Hebbian Synaptic Plasticity

Helmholtz Machines and Sleep-Wake Learning

Hemispheric Interactions and Specialization

Hidden Markov Models

Hippocampal Rhythm Generation

Hippocampus: Spatial Models

Hybrid Connectionist/Symbolic Systems

Identification and Control

Imaging the Grammatical Brain

Imaging the Motor Brain

Imaging the Visual Brain

Imitation

Independent Component Analysis

Information Theory and Visual Plasticity

Integrate-and-Fire Neurons and Networks

Invertebrate Models of Learning: Aplysia and Hermissenda

Ion Channels: Keys to Neuronal Specialization

Kalman Filtering: Neural Implications

Laminar Cortical Architecture in Visual Perception

Language Acquisition

Language Evolution and Change

Language Evolution: The Mirror System Hypothesis

Language Processing

Layered Computation in Neural Networks

Learning and Generalization: Theoretical Bounds

Learning and Statistical Inference

Learning Network Topology

Learning Vector Quantization

Lesioned Networks as Models of Neuropsychological Deficits

Limb Geometry, Neural Control

Localized Versus Distributed Representations

Locomotion, Invertebrate

Locomotion, Vertebrate

Locust Flight: Components and Mechanisms in the Motor

Markov Random Field Models in Image Processing

Memory-Based Reasoning

Minimum Description Length Analysis

Model Validation

Modular and Hierarchical Learning Systems

Motion Perception: Elementary Mechanisms

Motion Perception: Navigation

Motivation

Motoneuron Recruitment

Motor Control, Biological and Theoretical

Motor Cortex: Coding and Decoding of Directional Operations

Motor Pattern Generation

Motor Primitives

Motor Theories of Perception

Multiagent Systems

Muscle Models

Neocognitron: A Model for Visual Pattern Recognition

Neocortex: Basic Neuron Types

Neocortex: Chemical and Electrical Synapses

Neural Automata and Analog Computational Complexity

Neuroanatomy in a Computational Perspective

Neuroethology, Computational

Neuroinformatics

Neurolinguistics

Neurological and Psychiatric Disorders

Neuromanifolds and Information Geometry

Neuromodulation in Invertebrate Nervous Systems

Neuromodulation in Mammalian Nervous Systems

Neuromorphic VLSI Circuits and Systems

NEURON Simulation Environment

Neuropsychological Impairments

Neurosimulation: Tools and Resources

NMDA Receptors: Synaptic, Cellular, and Network Models

NSL Neural Simulation Language

Object Recognition

Object Recognition, Neurophysiology

Object Structure, Visual Processing

Ocular Dominance and Orientation Columns

Olfactory Bulb

Olfactory Cortex

Optimal Sensory Encoding

Optimality Theory in Linguistics

Optimization, Neural

Optimization Principles in Motor Control

Orientation Selectivity

Oscillatory and Bursting Properties of Neurons

PAC Learning and Neural Networks

Pain Networks

Past Tense Learning

Pattern Formation, Biological

Pattern Formation, Neural

Pattern Recognition

Perception of Three-Dimensional Structure

Perceptrons, Adalines, and Backpropagation

Perspective on Neuron Model Complexity

Phase-Plane Analysis of Neural Nets

Philosophical Issues in Brain Theory and Connectionism

Photonic Implementations of Neurobiologically Inspired Networks

Population Codes

Post-Hebbian Learning Algorithms

Potential Fields and Neural Networks

Prefrontal Cortex in Temporal Organization of Action

Principal Component Analysis

Probabilistic Regularization Methods for Low-Level Vision

Programmable Neurocomputing Systems

Prosthetics, Motor Control

Prosthetics, Neural

Prosthetics, Sensory Systems

Pursuit Eye Movements

Q-Learning for Robots

Radial Basis Function Networks

Rate Coding and Signal Processing

Reaching Movements: Implications for Computational Models

Reactive Robotic Systems

Reading

Recurrent Networks: Learning Algorithms

Recurrent Networks: Neurophysiological Modeling

Reinforcement Learning

Reinforcement Learning in Motor Control

Respiratory Rhythm Generation

Retina

Robot Arm Control

Robot Learning

Robot Navigation

Rodent Head Direction System

Schema Theory

Scratch Reflex

Self-Organization and the Brain

Self-Organizing Feature Maps

Semantic Networks

Sensor Fusion

Sensorimotor Interactions and Central Pattern Generators

Sensorimotor Learning

Sensory Coding and Information Transmission

Sequence Learning

Short-Term Memory

Silicon Neurons

Simulated Annealing and Boltzmann Machines

Single-Cell Models

Sleep Oscillations

Somatosensory System

Somatotopy: Plasticity of Sensory Maps

Sound Localization and Binaural Processing

Sparse Coding in the Primate Cortex

Speech Processing: Psycholinguistics

Speech Production

Speech Recognition Technology

Spiking Neurons, Computation with

Spinal Cord of Lamprey: Generation of Locomotor Patterns

Statistical Mechanics of Generalization

Statistical Mechanics of Neural Networks

Statistical Mechanics of On-line Learning and Generalization

Statistical Parametric Mapping of Cortical Activity Patterns

Stereo Correspondence

Stochastic Approximation and Efficient Learning

Stochastic Resonance

Structured Connectionist Models

Support Vector Machines

Synaptic Interactions

Synaptic Noise and Chaos in Vertebrate Neurons

Synaptic Transmission

Synchronization, Binding and Expectancy

Synfire Chains

Synthetic Functional Brain Mapping

Systematicity and Generalizations in Connectionist Networks

Temporal Dynamics of Biological Synapses

Temporal Integration in Recurrent Microcircuits

Temporal Pattern Processing

Temporal Sequences: Learning and Global Analysis

Tensor Voting and Visual Segmentation

Thalamus

Universal Approximators

Unsupervised Learning with Global Objective Functions

Vapnik-Chervonenkis Dimension of Neural Networks

Vestibulo-Ocular Reflex

Visual Attention

Visual Cortex: Anatomical Structure and Models of Function

Visual Course Control in Flies

Visual Scene Perception, Neurophysiology

Visual Scene Segmentation

Visuomotor Coordination in Frog and Toad

Visuomotor Coordination in Salamander

Winner-Take-All Networks

Ying-Yang Learning.