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Computation and Neural Systems

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Cover of 'Computation and Neural Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Self-Organising Ion Channel Densities: The Rationale for ‘Anti-Hebb’
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    Chapter 2 A Modified Hodgkin-Huxley Spiking Model with Continuous Spiking Output
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    Chapter 3 The Neurone as a Nonlinear System: A Single Compartment Study
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    Chapter 4 Unsupervised Hebbian Learning and the Shape of the Neuron Activation Function
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    Chapter 5 A Method for Estimating the Neural Input to a Neuron using the Ionic Current Model
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    Chapter 6 A Model of a Thalamic Relay Cell Incorporating Voltage-Clamp Data on Ionic Conductances
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    Chapter 7 An Entropy Measure for Revealing Deterministic Structure in Spike Train Data
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    Chapter 8 A Multi-Neuronal Vectorial Phase-Space Analysis for Detecting Dynamical Interactions in Firing Patterns of Biological Neural Networks
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    Chapter 9 The ‘Ideal Homunculus’: Statistical Inference from Neural Population Responses
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    Chapter 10 The Effect of Slow Synaptic Coupling on Populations of Spiking Neurons
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    Chapter 11 Neural Geometry Revealed by Neurocomputer Analysis of Multi-Unit Recordings
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    Chapter 12 Signal Delay in Passive Dendritic Trees
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    Chapter 13 Matching Neural Models to Experiment
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    Chapter 14 Neuronal Model Predicts Reponses of the Rat Baroreflex
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    Chapter 15 Simulations of Synaptic Integration in Neocortical Pyramidal Cells
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    Chapter 16 Modeling Stimulus Specific Habituation: The Role of the Primordial Hippocampus
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    Chapter 17 Effects of Single Channel Kinetics upon Transmembrane Voltage Dynamics
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    Chapter 18 An Object-Oriented Paradigm for the Design of Realistic Neural Simulators
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    Chapter 19 Neural Network Simulation in a CSP Language for Multicomputers
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    Chapter 20 Designing Networks of Spiking Silicon Neurons and Synapses
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    Chapter 21 Rallpacks: A Set of Benchmarks for Neuronal Simulators
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    Chapter 22 Invariant Contrast Adaptation in the Primate Outer Plexiform Layer
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    Chapter 23 A Computational Model of the Limulus Eye on the Connection Machine
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    Chapter 24 Does Synaptic Facilitation Mediate Motion Facilitation in the Retina?
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    Chapter 25 Fast-Most Information Extraction by Retinal Y-X Cells
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    Chapter 26 An Adaptive Neural Model of Early Visual Processing
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    Chapter 27 A Local Model for Transparent Motions Based on Spatio-Temporal Filters
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    Chapter 28 A Neural Model of Illusory Contour Perception
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    Chapter 29 Adaptive Receptive Fields for Textural Segmentation
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    Chapter 30 Cortical Mechanisms for Surface Segmentation
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    Chapter 31 Direction Selectivity Using Massive Intracortical Connections
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    Chapter 32 Correlational-Based Development of Disparity Sensitivity
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    Chapter 33 Dynamical Control of Visual Attention Through Feedback Pathways: A Network Model
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    Chapter 34 The Gating Lattice: A Neural Substrate for Dynamic Gating
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    Chapter 35 Hair Cell Modelling to Explore the Physiological Basis of Tuning in the Lower Vertebrate Ear
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    Chapter 36 Mechanisms of Horizontal Sound Localization at Low and High Frequency in Avian Nuc. Laminaris
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    Chapter 37 A Neuronal Modeling System for Generating Brainstem Maps of Auditory Space
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    Chapter 38 Modeling Chemotaxis in the Nematode C. elegans
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    Chapter 39 Formal Model of the Insect Olfactory Macroglomerulus
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    Chapter 40 Dynamic Activity, Learning, and Memory in a Model of the Olfactory Bulb
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    Chapter 41 Differential Effects of Norepinephrine on Synaptic Transmission in Layers 1A and 1B of Rat Olfactory Cortex
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    Chapter 42 Cholinergic Modulation of Associative Memory Function in a Realistic Computational Model of Piriform Cortex
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    Chapter 43 Numerical Simulations of the Electric Organ Discharge of Weakly Electric Fish
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    Chapter 44 Identification of Leech Swim Neurons Using a Resonance Technique
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    Chapter 45 The Use of Genetic Algorithms to Explore Neural Mechanisms that Optimize Rhythmic Behaviors: Quasi-Realistic Models of Feeding Behavior in Aplysia
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    Chapter 46 Undulatory Locomotion — Simulations with Realistic Segmental Oscillator
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    Chapter 47 Network Model of the Respiratory Rhythm
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    Chapter 48 A Model of the Peristaltic Reflex
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    Chapter 49 Simulation of the Muscle Stretch Reflex by a Neuronal Network
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    Chapter 50 Modeling and Simulation of Compartmental Cerebellar Networks for Conditioning of Rabbit Eyeblink Response
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    Chapter 51 Recurrent Backpropagation Models of the Vestibulo-Ocular Reflex Provide Experimentally Testable Predictions
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    Chapter 52 Prolonged Activation with Brief Synaptic Inputs in the Purkinje Cell: Intracellular Recording and Compartmental Modeling
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    Chapter 53 Electrophysiological Dissection of the Excitatory Inputs to Purkinje Cells
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    Chapter 54 Integration of Synaptic Inputs in a Model of yhe Purkinje Cell
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    Chapter 55 Unsupervised Learning of Simple Speech Production Based on Soft Competitive Learning
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    Chapter 56 Dopaminergic Modulation and Neural Fatigue in Discrete Time Sigmoidal Networks
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    Chapter 57 Volume Learning: Signaling Covariance Through Neural Tissue
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    Chapter 58 Hebbian Learning in Feedback Networks: Development Within Visual Cortex
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    Chapter 59 The Role of Subplate Feedback in the Development of Ocular Dominance Columns
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    Chapter 60 A Comparison of Models of Visual Cortical Map Formation
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    Chapter 61 Field Discontinuities and Islands in a Model of Cortical Map Formation
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    Chapter 62 Orientation Columns from First Principles
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    Chapter 63 A Model of the Combined Effects of Chemical and Activity-Dependent Mechanisms in Topographic Map Formation
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    Chapter 64 Nmda-Activated Conductances Provide Short-Term Memory for Dendritic Spine Logic Computations
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    Chapter 65 A Model of Cortical Associative Memory Based on Hebbian Cell Assemblies
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    Chapter 66 Self-Teaching Through Correlated Input
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    Chapter 67 Multi-Layer Bidirectional Auto-Associators
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    Chapter 68 A Neural Model for a Randomized Frequency-Spatial Transformation
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    Chapter 69 Outline of a Theory of Isocortex
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    Chapter 70 A Network for Semantic and Episodic Associations Showing Disturbances Due to Neural Loss
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    Chapter 71 Synaptic Deletion and Compensation in Alzheimer’s Disease: a Neural Model
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    Chapter 72 Effects of Input Synchrony on the Response of a Model Neuron
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    Chapter 73 Analysis and Simulation of Synchronization in Oscillatory Neural Networks
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    Chapter 74 Alternating Predictable and Unpredictable States in Data From Cat Visual Cortex
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    Chapter 75 Temporal Structure of Spike Trains from MT Neurons in the Awake Monkey
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    Chapter 76 Temporal Structure Can Solve the Binding Problem for Multiple Feature Domains
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    Chapter 77 Assembly Formation and Segregation by a Self-Organizing Neuronal Oscillator Model
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    Chapter 78 Inter-area Synchronization in Macaque Neocortex During a Visual Pattern Discrimination Task
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    Chapter 79 Acetylcholine and Cortical Oscillatory Dynamics
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    Chapter 80 Dissipative Structures and Self-Organizing Criticality in Neural Networks with Spatially Localized Connectivity
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Title
Computation and Neural Systems
Published by
Springer US, December 2012
DOI 10.1007/978-1-4615-3254-5
ISBNs
978-1-4615-3254-5, 978-1-4613-6431-3
Editors

Eeckman, Frank H., Bower, James M.

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 71 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Switzerland 3 4%
France 3 4%
United States 3 4%
United Kingdom 3 4%
Brazil 2 3%
Netherlands 1 1%
Colombia 1 1%
Germany 1 1%
Italy 1 1%
Other 5 7%
Unknown 48 68%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 19 27%
Researcher 14 20%
Student > Bachelor 10 14%
Student > Master 10 14%
Student > Postgraduate 6 8%
Other 11 15%
Unknown 1 1%
Readers by discipline Count As %
Computer Science 24 34%
Engineering 10 14%
Agricultural and Biological Sciences 7 10%
Physics and Astronomy 6 8%
Neuroscience 5 7%
Other 17 24%
Unknown 2 3%