| Introduction | |
| Self-Organising Ion Channel Densities: The Rationale for 'anti-Hebb' | p. 3 |
| A Modified Hodgkin-Huxley Spiking Model With Continuous Spiking Output | p. 9 |
| The Neurone as a Nonlinear System: A Single Compartment Study | p. 19 |
| Unsupervised Hebbian Learning and the Shape of the Neuron Activation Function | p. 25 |
| A Method for Estimating the Neural Input to a Neuron Using the Ionic Current Model | p. 31 |
| A Model of a Thalamic Relay Cell Incorporating Voltage-Clamp Data on Ionic Conductances | p. 37 |
| An Entropy Measure for Revealing Deterministic Structure in Spike Train Data | p. 43 |
| A Multi-Neuronal Vectorial Phase-Space Analysis for Detecting Dynamical Interactions in Firing Patterns of Biological Neural Networks | p. 49 |
| The 'Ideal Homunculus': Statistical Inference from Neural Population Responses | p. 55 |
| The Effect of Slow Synaptic Coupling on Populations of Spiking Neurons | p. 61 |
| Neural Geometry Revealed by Neurocomputer Analysis of Multi-Unit Recordings | p. 67 |
| Signal Delay in Passive Dendritic Trees | p. 73 |
| Matching Neural Models to Experiment | p. 81 |
| Neuronal Model Predicts Responses of the Rat Baroreflex | p. 89 |
| Simulations of Synaptic Integration in Neocortical Pyramidal Cells | p. 97 |
| Modeling Stimulus Specific Habituation: The Role of the Primordial Hippocampus | p. 103 |
| Effects of Single Channel Kinetics upon Transmembrane Voltage Dynamics | p. 109 |
| An Object-Oriented Paradigm for the Design of Realistic Neural Simulators | p. 115 |
| Neural Network Simulation in a CSP Language for Multicomputers | p. 121 |
| Designing Networks of Spiking Silicon Neurons and Synapses | p. 127 |
| RallPacks: A Set of Benchmarks for Neuronal Simulators | p. 133 |
| Invariant Contrast Adaptation in the Primate Outer Plexiform Layer | p. 143 |
| A Computational Model of the Limulus Eye on the Connection Machine | p. 151 |
| Does Synaptic Facilitation Mediate Motion Facilitation in the Retina? | p. 159 |
| Fast-Most Information Extraction by Retinal Y-X Cells | p. 165 |
| An Adaptive Neural Model of Early Visual Processing | p. 171 |
| A Local Model for Transparent Motions Based on Spatio-Temporal Filters | p. 177 |
| A Neural Model of Illusory Contour Perception | p. 183 |
| Adaptive Receptive Fields for Textural Segmentation | p. 189 |
| Cortical Mechanisms for Surface Segmentation | p. 195 |
| Direction Selectivity Using Massive Intracortical Connections | p. 201 |
| Correlational-Based Development of Disparity Sensitivity | p. 207 |
| Dynamical Control of Visual Attention Through Feedback Pathways: A Network Model | p. 215 |
| The Gating Lattice: A Neural Substrate for Dynamic Gating | p. 221 |
| Hair Cell Modelling to Explore The Physiological Basis of Tuning in the Lower Vertebrate Ear | p. 229 |
| Mechanisms of Horizontal Sound Localization at Low and High Frequency in Avian Nuc. Laminaris | p. 235 |
| A Neuronal Modeling System for Generating Brainstem Maps of Auditory Space | p. 241 |
| Modeling Chemotaxis in the Nematode C. elegans | p. 249 |
| Formal Model of the Insect Olfactory Macroglomerulus | p. 255 |
| Dynamic Activity, Learning, and Memory in a Model of the Olfactory Bulb | p. 261 |
| Differential Effects of Norepinephrine on Synaptic Transmission in Layers 1A and 1B of Rat Olfactory Cortex | p. 267 |
| Cholinergic Modulation of Associative Memory Function in a Realistic Computational Model of Piriform Cortex | p. 273 |
| Numerical Simulations of the Electric Organ Discharge of Weakly Electric Fish | p. 281 |
| Identification of Leech Swim Neurons Using a Resonance Technique | p. 289 |
| The Use of Genetic Algorithms to Explore Neural Mechanisms that Optimize Rhythmic Behaviors: Quasi-Realistic Models of Feeding Behavior in Aplysia | p. 295 |
| Undulatory Locomotion - Simulations with Realistic Segmental Oscillator | p. 301 |
| Network Model of the Respiratory Rhythm | p. 307 |
| Model of the Peristaltic Reflex | p. 313 |
| Simulation of the Muscle Stretch Reflex by a Neuronal Network | p. 323 |
| Modeling and Simulation of Compartmental Cerebellar Networks for Conditioning of Rabbit Eyeblink Response | p. 331 |
| Recurrent Backpropagation Models of the Vestibulo-Ocular Reflex Provide Experimentally Testable Predictions | p. 337 |
| Prolonged Activation with Brief Synaptic Inputs in the Purkinje Cell: Intracellular Recording and Compartmental Modeling | p. 343 |
| Electrophysiological Dissection of the Excitatory Inputs to Purkinje Cells | p. 349 |
| Integration of Synaptic Inputs in a Model of the Purkinje Cell | p. 355 |
| Unsupervised Learning of Simple Speech Production Based on Soft Competitive Learning | p. 363 |
| Dopaminergic Modulation and Neural Fatigue in Discrete Time Sigmoidal Networks | p. 369 |
| Volume Learning: Signaling Covariance Through Neural Tissue | p. 377 |
| Hebbian Learning in Feedback Networks: Development Within Visual Cortex | p. 383 |
| The Role of Subplate Feedback in the Development of Ocular Dominance Columns | p. 389 |
| A Comparison of Models of Visual Cortical Map Formation | p. 395 |
| Field Discontinuities and Islands in a Model of Cortical Map Formation | p. 403 |
| Orientation Columns from First Principles | p. 409 |
| A Model of the Combined Effects of Chemical and Activity-Dependent Mechanisms in Topographic Map Formation | p. 415 |
| NMDA-Activated Conductances Provide Short-Term Memory for Dendritic Spine Logic Computations | p. 425 |
| A Model of Cortical Associative Memory Based on Hebbian Cell Assemblies | p. 431 |
| Self-Teaching Through Correlated Input | p. 437 |
| Multi-Layer Bidirectional Auto-Associators | p. 443 |
| A Neural Model for a Randomized Frequency-Spatial Transformation | p. 449 |
| Outline of a Theory of Isocortex | p. 455 |
| A Network for Semantic and Episodic Associations Showing Disturbances Due to Neural Loss | p. 461 |
| Synaptic Deletion and Compensation in Alzheimer's Disease: A Neural Model | p. 467 |
| Effects of Input Synchrony on the Response of a Model Neuron | p. 475 |
| Analysis and Simulation of Synchronization in Oscillatory Neural Networks | p. 481 |
| Alternating Predictable and Unpredictable States in Data from Cat Visual Cortex | p. 487 |
| Temporal Structure of Spike Trains from MT Neurons in the Awake Monkey | p. 495 |
| Temporal Structure Can Solve the Binding Problem for Multiple Feature Domains | p. 503 |
| Assembly Formation and Segregation by a Self-Organizing Neuronal Oscillator Model | p. 509 |
| Inter-area Synchronization in Macaque Neocortex During a Visual Pattern Discrimination Task | p. 515 |
| Acetylcholine and Cortical Oscillatory Dynamics | p. 523 |
| Dissipative Structures and Self-Organizing Criticality in Neural Networks with Spatially Localized Connectivity | p. 531 |
| Index | p. 537 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
