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Analysis and Modeling of Neural Systems

by Frank H. Eeckman

Analysis and Modeling of Neural Systems cover
  • ISBN: 9780792392170
  • ISBN10: 0792392175

Analysis and Modeling of Neural Systems

by Frank H. Eeckman

  • List Price: $240.00
  • Binding: Hardcover
  • Publisher: Kluwer Academic Pub
  • Publish date: 08/01/1992
  • ISBN: 9780792392170
  • ISBN10: 0792392175
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Description: I - Analysis and Modeling Tools and Techniques.- Section 1: Analysis.- Assembly Connectivity and Activity: Methods, Results, Interpretations.- Visualization of Cortical Connections With Voltage Sensitive Dyes.- Channels, Coupling, and Synchronized Rhythmic Bursting Activity.- Sparse-stimulation and Wiener Kernels.- Quantitative Search for Stimulus-Specific Patterns in the Human Electroencephalogram (EEG) During a Somatosensory Task.- Section 2: Modeling.- Functional Insights About Synaptic Inputs to Dendrites.- Dendritic Control of Hebbian Computations.- Low Threshold Spikes and Rhythmic Oscillations in Thalamic Neurons.- The Role of 3-D Reconstruction in the Analysis and Modeling of Neural Systems.- Efficient Modeling of Realistic Neural Networks with Application to the Olfactory Bulb.- CAJAL: A Biological Neural Network Simulator.- Neurobuilder: A User Interface and Network Simulator for Building Neurobiological Networks.- Design for Purkinje Cells.- A Computational Model of the Cerebellum.- II: Sensory Systems.- Section 3: Visual System.- Retinal Circuits for Daylight: Why Ballplayers Don't Wear Shades.- Explaining Lateral Interactions in the Retina with the Help of Models.- Dynamic Aspects of Receptive Field Organization in Area VI of the Macaque Monkey.- Sequence Discriminating Neural Network in the Eye of the Fly.- Temporal Resolution in Vision: Psychophysical Experiments and Neural Structure.- Voltage- and Current-Clamp Simulation of Hermissenda Type B Cell Responses.- Light Sensitivity in Cones is affected by the Feedback from Horizontal Cells.- A Model for the Changes in Coupling and Kinetics of Cone Driven Retinal Horizontal Cells During Light/Dark Adaptation.- Optimal Filtering in the Salamander Retina.- Receptive Field Image Modeling Through Cellular Neural Networks.- A Cellular Automaton Simulation of the Development of Ocular Dominance Columns.- Section 4: Auditory System.- Hearing as Seeing: Space and Time in Auditory Processing.- Delay Lines for Detection of Interaural Time Differences in the Barn Owl.- A Parallel Neural Model for Auditory Front End Processing.- A Modeling Study of Single Neurons and Neural Circuits of the Ventral and Dorsal Cochlear Nucleus.- Models of the Computation of Sound Elevation in the Barn Owl.- Self Organization in Auditory Neural Models.- Section 5: Other Sensory Systems.- GABAergic Modulation of Average Evoked Potentials in Rat Olfactory Bulb.- Learning with Synaptic Nonlinearities in a Coupled Oscillator Model of Olfactory Cortex.- Reading Between the Spikes in the Cereal Filiform Hair Receptors of the Cricket.- III: Motor Systems.- Section 6: Central Pattern Generators (CPG's).- Dynamic Re-Wiring of CPG Circuits in a Simple Nervous System.- Modeling Neural Systems: Interactions between Mathematical Analysis, Simulation, and Experimentation in the Lamprey.- Section 7: Cortex, Cerebellum and Spinal Cord.- Positive Feedback in the Cerebro-Cerebellar Recurrent Network May Explain Rotation of Population Vectors.- Motor Organization in the Frog's Spinal Cord.- Information Transmission in Parallel Neuronal Channels.- The Cerebellar Cortex as a Sequential Associative Memory: A Novel Structural/Functional Interpretation.- A Neuronal Model for Variable Latency Response.
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