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Computation and Neural Systems
Overview of attention for book
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
Overall attention for this book and its chapters
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Mentioned by
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syllabi
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institutions with syllabi
Citations
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Mendeley
Book overview
1. Self-Organising Ion Channel Densities: The Rationale for ‘Anti-Hebb’
2. A Modified Hodgkin-Huxley Spiking Model with Continuous Spiking Output
3. The Neurone as a Nonlinear System: A Single Compartment Study
4. Unsupervised Hebbian Learning and the Shape of the Neuron Activation Function
5. A Method for Estimating the Neural Input to a Neuron using the Ionic Current Model
6. A Model of a Thalamic Relay Cell Incorporating Voltage-Clamp Data on Ionic Conductances
7. An Entropy Measure for Revealing Deterministic Structure in Spike Train Data
8. A Multi-Neuronal Vectorial Phase-Space Analysis for Detecting Dynamical Interactions in Firing Patterns of Biological Neural Networks
9. The ‘Ideal Homunculus’: Statistical Inference from Neural Population Responses
10. The Effect of Slow Synaptic Coupling on Populations of Spiking Neurons
11. Neural Geometry Revealed by Neurocomputer Analysis of Multi-Unit Recordings
12. Signal Delay in Passive Dendritic Trees
13. Matching Neural Models to Experiment
14. Neuronal Model Predicts Reponses of the Rat Baroreflex
15. Simulations of Synaptic Integration in Neocortical Pyramidal Cells
16. Modeling Stimulus Specific Habituation: The Role of the Primordial Hippocampus
17. Effects of Single Channel Kinetics upon Transmembrane Voltage Dynamics
18. An Object-Oriented Paradigm for the Design of Realistic Neural Simulators
19. Neural Network Simulation in a CSP Language for Multicomputers
20. Designing Networks of Spiking Silicon Neurons and Synapses
21. Rallpacks: A Set of Benchmarks for Neuronal Simulators
22. Invariant Contrast Adaptation in the Primate Outer Plexiform Layer
23. A Computational Model of the Limulus Eye on the Connection Machine
24. Does Synaptic Facilitation Mediate Motion Facilitation in the Retina?
25. Fast-Most Information Extraction by Retinal Y-X Cells
26. An Adaptive Neural Model of Early Visual Processing
27. A Local Model for Transparent Motions Based on Spatio-Temporal Filters
28. A Neural Model of Illusory Contour Perception
29. Adaptive Receptive Fields for Textural Segmentation
30. Cortical Mechanisms for Surface Segmentation
31. Direction Selectivity Using Massive Intracortical Connections
32. Correlational-Based Development of Disparity Sensitivity
33. Dynamical Control of Visual Attention Through Feedback Pathways: A Network Model
34. The Gating Lattice: A Neural Substrate for Dynamic Gating
35. Hair Cell Modelling to Explore the Physiological Basis of Tuning in the Lower Vertebrate Ear
36. Mechanisms of Horizontal Sound Localization at Low and High Frequency in Avian Nuc. Laminaris
37. A Neuronal Modeling System for Generating Brainstem Maps of Auditory Space
38. Modeling Chemotaxis in the Nematode C. elegans
39. Formal Model of the Insect Olfactory Macroglomerulus
40. Dynamic Activity, Learning, and Memory in a Model of the Olfactory Bulb
41. Differential Effects of Norepinephrine on Synaptic Transmission in Layers 1A and 1B of Rat Olfactory Cortex
42. Cholinergic Modulation of Associative Memory Function in a Realistic Computational Model of Piriform Cortex
43. Numerical Simulations of the Electric Organ Discharge of Weakly Electric Fish
44. Identification of Leech Swim Neurons Using a Resonance Technique
45. The Use of Genetic Algorithms to Explore Neural Mechanisms that Optimize Rhythmic Behaviors: Quasi-Realistic Models of Feeding Behavior in Aplysia
46. Undulatory Locomotion — Simulations with Realistic Segmental Oscillator
47. Network Model of the Respiratory Rhythm
48. A Model of the Peristaltic Reflex
49. Simulation of the Muscle Stretch Reflex by a Neuronal Network
50. Modeling and Simulation of Compartmental Cerebellar Networks for Conditioning of Rabbit Eyeblink Response
51. Recurrent Backpropagation Models of the Vestibulo-Ocular Reflex Provide Experimentally Testable Predictions
52. Prolonged Activation with Brief Synaptic Inputs in the Purkinje Cell: Intracellular Recording and Compartmental Modeling
53. Electrophysiological Dissection of the Excitatory Inputs to Purkinje Cells
54. Integration of Synaptic Inputs in a Model of yhe Purkinje Cell
55. Unsupervised Learning of Simple Speech Production Based on Soft Competitive Learning
56. Dopaminergic Modulation and Neural Fatigue in Discrete Time Sigmoidal Networks
57. Volume Learning: Signaling Covariance Through Neural Tissue
58. Hebbian Learning in Feedback Networks: Development Within Visual Cortex
59. The Role of Subplate Feedback in the Development of Ocular Dominance Columns
60. A Comparison of Models of Visual Cortical Map Formation
61. Field Discontinuities and Islands in a Model of Cortical Map Formation
62. Orientation Columns from First Principles
63. A Model of the Combined Effects of Chemical and Activity-Dependent Mechanisms in Topographic Map Formation
64. Nmda-Activated Conductances Provide Short-Term Memory for Dendritic Spine Logic Computations
65. A Model of Cortical Associative Memory Based on Hebbian Cell Assemblies
66. Self-Teaching Through Correlated Input
67. Multi-Layer Bidirectional Auto-Associators
68. A Neural Model for a Randomized Frequency-Spatial Transformation
69. Outline of a Theory of Isocortex
70. A Network for Semantic and Episodic Associations Showing Disturbances Due to Neural Loss
71. Synaptic Deletion and Compensation in Alzheimer’s Disease: a Neural Model
72. Effects of Input Synchrony on the Response of a Model Neuron
73. Analysis and Simulation of Synchronization in Oscillatory Neural Networks
74. Alternating Predictable and Unpredictable States in Data From Cat Visual Cortex
75. Temporal Structure of Spike Trains from MT Neurons in the Awake Monkey
76. Temporal Structure Can Solve the Binding Problem for Multiple Feature Domains
77. Assembly Formation and Segregation by a Self-Organizing Neuronal Oscillator Model
78. Inter-area Synchronization in Macaque Neocortex During a Visual Pattern Discrimination Task
79. Acetylcholine and Cortical Oscillatory Dynamics
80. Dissipative Structures and Self-Organizing Criticality in Neural Networks with Spatially Localized Connectivity
Summary
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Syllabi
Dimensions citations
This data is correct as of December 2015 - for more up to date information, please visit
https://opensyllabus.org/
So far, Altmetric has seen this research output assigned in
3
syllabi from
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Institution
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Course subject areas covered
Montana State University
1
Engineering, Biology
California Institute of Technology
1
Engineering, Biology, Medicine
Unknown
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Performing Arts, Education