Quantitative study of attractor neural network retrieving at low spike rates: I. substrate—spikes, rates and neuronal gain
From MaRDI portal
Publication:4855354
DOI10.1088/0954-898X/2/3/003zbMath0900.92047OpenAlexW4248370132MaRDI QIDQ4855354
Daniel J. Amit, Misha V. Tsodyks
Publication date: 9 November 1995
Full work available at URL: https://doi.org/10.1088/0954-898x/2/3/003
Neural biology (92C20) Neural networks for/in biological studies, artificial life and related topics (92B20)
Related Items
Minimal Models of Adapted Neuronal Response to In Vivo–Like Input Currents ⋮ Mean-field equations, bifurcation map and route to chaos in discrete time neural networks ⋮ A review of the integrate-and-fire neuron model: II. Inhomogeneous synaptic input and network properties ⋮ A review of the integrate-and-fire neuron model: I. Homogeneous synaptic input ⋮ The voltage and spiking responses of subthreshold resonant neurons to structured and fluctuating inputs: persistence and loss of resonance and variability ⋮ Rate Models for Conductance-Based Cortical Neuronal Networks ⋮ A Simple and Stable Numerical Solution for the Population Density Equation ⋮ Neural Dynamics, Bifurcations, and Firing Rates in a Quadratic Integrate-and-Fire Model with a Recovery Variable. I: Deterministic Behavior ⋮ Spike-Timing-Dependent Plasticity: The Relationship to Rate-Based Learning for Models with Weight Dynamics Determined by a Stable Fixed Point ⋮ Optimal firing in sparsely-connected low-activity attractor networks ⋮ Temporal coding in vision: Coding by the spike arrival times leads to oscillations in the case of moving targets ⋮ Dynamics of spiking neurons: between homogeneity and synchrony ⋮ Network Amplification of Local Fluctuations Causes High Spike Rate Variability, Fractal Firing Patterns and Oscillatory Local Field Potentials ⋮ Decorrelation by Recurrent Inhibition in Heterogeneous Neural Circuits ⋮ Spontaneous Slow Oscillations and Sequential Patterns Due to Short-Term Plasticity in a Model of the Cortex ⋮ Universality in neural networks: The importance of the mean firing rate ⋮ Stationary Bumps in Networks of Spiking Neurons ⋮ Mean Field and Capacity in Realistic Networks of Spiking Neurons Storing Sparsely Coded Random Memories ⋮ Event-Driven Simulation of Spiking Neurons with Stochastic Dynamics ⋮ Mean-field analysis of selective persistent activity in presence of short-term synaptic depression ⋮ Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories ⋮ The response of cortical neurons to in vivo-like input current: Theory and experiment ⋮ Mean-Field Approximations for Coupled Populations of Generalized Linear Model Spiking Neurons with Markov Refractoriness ⋮ Firing Rate of the Noisy Quadratic Integrate-and-Fire Neuron ⋮ Why spikes? Hebbian learning and retrieval of time-resolved excitation patterns ⋮ First passage leapovers of Lévy flights and the proper formulation of absorbing boundary conditions ⋮ Dynamics of the Firing Probability of Noisy Integrate-and-Fire Neurons
