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The Neurobiology of Computation Book

The Neurobiology of Computation
The Neurobiology of Computation, The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a , The Neurobiology of Computation has a rating of 4 stars
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The Neurobiology of Computation, The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a , The Neurobiology of Computation
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  • The Neurobiology of Computation
  • Written by author James M. Bower
  • Published by Springer-Verlag New York, LLC, December 2009
  • The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a
  • The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers rep
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Introduction
1A Mathematical Description of Quantal Analysis with Applications3
2Fast Kinetic Models for Simulating AMPA, NMDA, GABA[subscript A] and GABA[subscript B] Receptors9
3An Equilibrium Model of Biochemical Interactions Between Glutamatergic and Dopaminergic Signals in Striatal Neurons15
4Simulation of the Molecular Mechanisms Regulating Neurotransmitter Release21
5The Potassium A-Current Low Firing Rates in Hodgkin-Huxley Models27
6Apparent Diffusion Coefficient Estimation Errors from Using Ratio of Bound to Unbound Ca[superscript 2+]33
7Information Maintenance by Retinal Ganglion Cell Spikes41
8Modeling the Bursting Interneurons of the Lobster Cardiac Ganglion47
9Precision and Reliability of Neocortical Spike Trains in the Behaving Monkey53
10Summation and Division in V1 Simple Cells59
11Qualitative Electrotonic Comparison of Three Classes of Hippocampal Neurons in the Rat67
12A New Spike Train Analysis Technique for Detecting Trends in the Firing Patterns of Neurons73
13A Mathematical Model of Retinal Photoreceptors79
14Short-Term Memory as a Single Cell Phenomenon87
15The Importance of Membrane Properties and Synaptic Location in Octopus Cells of the Mammalian Cochlear Nucleus: A Modeling Study93
16Hypertext Software For Modeling Neurons99
17The STEM Cell: A Computational Model of Biological Neurons Useful for Spatio-Temporal Pattern Recognition105
18Functional Interactions Between Inwardly Rectifying Conductances and GABA[subscript A]-mediated Inhibition111
19A Compartmental Model of the Cochlear Nucleus Stellate Cell: Responses to Constant And Amplitude-Modulated Tones117
20Is A Classification of Honeybee Antennal Lobe Neurones Grown in Culture Possible? - Yes!123
21How Does Retinal Preprocessing Affect the Receptive Field of A Stabilized Hebbian Neuron129
22Electrotonic Structure and Synaptic Variability in Cortical Neurons135
23Synaptic Coding of Time-Varing Spike Trains141
24Calculation of Passive Membrane Properties for Experimentally Determined Dendritic Geometries of Laterodorsal Tegmental Neurons in Vitro147
25Dendritic Electrotonic Extent and Branching Pattern Topology153
26Localised Neuronal Assemblies with Recurrent Synapses Enable Global Temporal Synchronisation161
27Attention As Selective Synchronization of Oscillating Cortical Sensory and Motor Associative Memories167
28Perceptual Topography: Spatio-Temporal Analysis of Prepyriform, Visual, Auditory, and Somesthetic EEGs in Perception by Trained Rabbits173
29BIONNIC: An Efficient and Flexible Integrator for Biological Neural Network Simulators179
30A Retina Model Including Dopaminergic Neuromodulation185
31Parameter Optimization of Olfactory Neurodynamics191
32Model Synapses with Frequency Potentiation Characteristics Can Cooperatively Enhance Hebbian Learning197
33Low Spiking Rates in a Network With Overlapping Assemblies203
34The Role of Feedback in Respiratory Amplitude and Frequency Modulation209
35Partial and Full Synchrony of Thalamic Spindle Oscillations215
36On The Stochastic Stability of a Neural Network Model of Somatosensory Information Processing221
37Feedback Regulation of Cholinergic Modulation and Hippocampal Memory Function227
38Analyzing the Hippocampal Place Cell Phenomenon by Modeling the Central Visual Pathway233
39Effects of Asymmetric Neuronal Connectivity and Dopamine on Striatal Function: Simulation and Analysis of a Model for Huntington's Disease239
40Learning and Classification in a Noisy Environment by A Simulated Cortical Network245
41Improving the Realism of Attractor Models by Using Cortical Columns as Functional Units251
42Oscillations, Chaos and Noise in Associative Memory257
43Odor Processing in the Honey Bee's Antennal Lobe Glomeruli: Modeling Sensory Memory263
44The Interplay of Intrinsic and Synaptic Currents in a Half-Center Oscillator269
45A Model of the Spatial-Frequency Organization in Primate Striate Cortex275
46A 3-D Interactive Model for Peripheral Vestibular Signal Processing281
47Models of Adaptive Electrosensory Self-Noise Cancellation in a Cerebellar-Like Structure in the Elasmobranch Hindbrain287
48Multistable Phase-Clustering in Networks of Spiking Neurons293
49Decoding Vectorial Information from Firing Rates299
50Modeling Cortical Plasticity Based on Adapting Lateral Interaction305
51An Emergent Model of Visual Cortical Orientation Selectivity311
52Computational and Neurobiological Features of a Network of Networks317
53Using Fictive Powers as Event Markers in EEG Data Processing323
54Visual Segmentation and Feature Binding Without Synchronization329
55Oscillatory Field Potentials in the Presence of Irregular Single Cell Discharge Patterns335
56Stimulus-Dependent Synchronization in a Model of Orientation-Tuned Spiking Neurons341
57XNBC: A Simulation Tool for Neurobiologists347
58Simulations of the Intersegmental Coordination During Swimming in the Lamprey Using A Continuous Network Model353
59Linear and Nonlinear Dynamics in the Development of Orientation Preference Maps359
60Neural System of Fear Conditioning: A connectionist Model367
61The Generation of Ex


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The Neurobiology of Computation, The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a , The Neurobiology of Computation

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The Neurobiology of Computation, The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a , The Neurobiology of Computation

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The Neurobiology of Computation, The Neurobiology of Computation: The Proceedings of the Third Annual Computation and Neural Systems Conference contains the collected papers of the Conference on Computational Neuroscience, July 21—23, 1994, Monterey, California. These papers represent a , The Neurobiology of Computation

The Neurobiology of Computation

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