The Abeles model of cortical activity assumes that in absence of stimulation neural activity in zero order can be described by a Poisson process. Here the model is extended to describe information processing by synfire chains within a network of activity uncorrelated to the synfire chain. A quantitative derivation of the transfer function from this concept is given
The motivation for this thesis is to devise a simple model of transient dynamics in neural networks....
Pairs of active neurons frequently fire action potentials or “spikes” nearly synchronously (i.e., wi...
Plasticity of the neurons and the synchronization features are essential to bring out the intelligen...
The Abeles model of cortical activity assumes that in absence of stimulation neural activity in zero...
We investigate a model for neural activity that generates long range temporal correlations, 1/ f noi...
The concept of synfire chains has been proposed by Abeles as a reason-able biophysical model for cor...
Information is processed in the brain by the coordinated activity of large neural circuits. Yet, we...
: A neural network is presented that stores spatio-temporal patterns (synfirechains) in associative ...
Cortical networks both in vivo and in vitro sustain asynchronous irregular firings with extremely lo...
It is commonly assumed that temporal synchronization of excitatory synaptic inputs onto a single neu...
Self-sustained activity in the brain is observed in the absence of external stimuli and contributes ...
Statistical analyses are applied to records obtained under conditions of spontaneous activity. These...
We investigate a model for neural activity in a two-dimensional sheet of leaky integrate-and-fire ne...
Networks of simple spiking neurons provide abstract models for studying the dynamics of biological ...
I give a review of theoretical attempts to understand how synfire processing works, including an est...
The motivation for this thesis is to devise a simple model of transient dynamics in neural networks....
Pairs of active neurons frequently fire action potentials or “spikes” nearly synchronously (i.e., wi...
Plasticity of the neurons and the synchronization features are essential to bring out the intelligen...
The Abeles model of cortical activity assumes that in absence of stimulation neural activity in zero...
We investigate a model for neural activity that generates long range temporal correlations, 1/ f noi...
The concept of synfire chains has been proposed by Abeles as a reason-able biophysical model for cor...
Information is processed in the brain by the coordinated activity of large neural circuits. Yet, we...
: A neural network is presented that stores spatio-temporal patterns (synfirechains) in associative ...
Cortical networks both in vivo and in vitro sustain asynchronous irregular firings with extremely lo...
It is commonly assumed that temporal synchronization of excitatory synaptic inputs onto a single neu...
Self-sustained activity in the brain is observed in the absence of external stimuli and contributes ...
Statistical analyses are applied to records obtained under conditions of spontaneous activity. These...
We investigate a model for neural activity in a two-dimensional sheet of leaky integrate-and-fire ne...
Networks of simple spiking neurons provide abstract models for studying the dynamics of biological ...
I give a review of theoretical attempts to understand how synfire processing works, including an est...
The motivation for this thesis is to devise a simple model of transient dynamics in neural networks....
Pairs of active neurons frequently fire action potentials or “spikes” nearly synchronously (i.e., wi...
Plasticity of the neurons and the synchronization features are essential to bring out the intelligen...