Spiking Neuron Models 一书全文.rar

【实例简介】
这个是网页模式的，每一章都有。 Gerstner and Kistler Spiking Neuron Models. Single Neurons, Populations, Plasticity Cambridge University Press, 2002
【实例截图】
【核心代码】
16359647412701548087.rar
└── spike neurons
├── 10_1 Synaptic Plasticity.mht
├── 10_2 Rate-Based Hebbian Learning.mht
├── 10_3 Spike-Time Dependent Plasticity.mht
├── 10_4 Detailed Models of Synaptic Plasticity.mht
├── 10_5 Summary.mht
├── 11_1 Learning in Rate Models.mht
├── 11_2 Learning in Spiking Models.mht
├── 11_3 Summary.mht
├── 1_1 Elements of Neuronal Systems.mht
├── 12_1 Learning to be Fast.mht
├── 12_2 Learning to be Precise.mht
├── 12_3 Sequence Learning.mht
├── 12_4 Subtraction of Expectations.mht
├── 12_5 Transmission of Temporal Codes.mht
├── 1_2 Elements of Neuronal Dynamics.mht
├── 1_3 A Phenomenological Neuron Model.mht
├── 1_4 The Problem of Neuronal Coding.mht
├── 1_5 Rate Codes.mht
├── 1_6 Spike Codes.mht
├── 1_7 Discussion Spikes or Rates.mht
├── 1_8 Summary.mht
├── 1_ Introduction.mht
├── 2_1 Equilibrium potential.mht
├── 2_2 Hodgkin-Huxley Model.mht
├── 2_3 The Zoo of Ion Channels.mht
├── 2_4 Synapses.mht
├── 2_5 Spatial Structure The Dendritic Tree.mht
├── 2_6 Compartmental Models.mht
├── 2_7 Summary.mht
├── 2_ Detailed Neuron Models.mht
├── 3_1 Reduction to two dimensions.mht
├── 3_2 Phase plane analysis.mht
├── 3_3 Threshold and excitability.mht
├── 3_4 Summary.mht
├── 3_ Two-Dimensional Neuron Models.mht
├── 4_1 Integrate-and-fire model.mht
├── 4_2 Spike response model (SRM).mht
├── 4_3 From Detailed Models to Formal Spiking Neurons.mht
├── 4_4 Multi-compartment integrate-and-fire model.mht
├── 4_5 Application Coding by Spikes.mht
├── 4_6 Summary.mht
├── 4_ Formal Spiking Neuron Models.mht
├── 5_10 Summary.mht
├── 5_1 Spike train variability.mht
├── 5_2 Statistics of spike trains.mht
├── 5_3 Escape noise.mht
├── 5_4 Slow noise in the parameters.mht
├── 5_5 Diffusive noise.mht
├── 5_6 The subthreshold regime.mht
├── 5_7 From diffusive noise to escape noise.mht
├── 5_8 Stochastic resonance.mht
├── 5_9 Stochastic firing and rate models.mht
├── 6_1 Fully Connected Homogeneous Network.mht
├── 6_2 Density Equations.mht
├── 6_3 Integral Equations for the Population Activity.mht
├── 6_4 Asynchronous firing.mht
├── 6_5 Interacting Populations and Continuum Models.mht
├── 6_6 Limitations.mht
├── 6_7 Summary.mht
├── 7_1 Linearized Population Equation.mht
├── 7_2 Transients.mht
├── 7_3 Transfer Function.mht
├── 7_4 The Significance of a Single Spike.mht
├── 7_5 Summary.mht
├── 8_1 Instability of the Asynchronous State.mht
├── 8_2 Synchronized Oscillations and Locking.mht
├── 8_3 Oscillations in reverberating loops.mht
├── 8_4 Summary.mht
├── 9_1 Stationary patterns of neuronal activity.mht
├── 9_2 Dynamic patterns of neuronal activity.mht
├── 9_3 Patterns of spike activity.mht
├── 9_4 Robust transmission of temporal information.mht
├── 9_5 Summary.mht
└── Contents.mht

1 directory, 74 files