Simple model of spiking neurons
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Summary
A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons and combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons.
- Type
- article
- Published
- 2003-11-01
- Cited by
- 4,702
- References
- 15
- OpenAlex
- https://openalex.org/W2164653071
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:814743
Keywords
Computer science, Spiking neural network, Bursting, Simple (philosophy), Cortical neurons
References
- Two networks of electrically coupled inhibitory neurons in neocortex
- Resonate-and-fire neurons
- Chattering Cells: Superficial Pyramidal Neurons Contributing to the Generation of Synchronous Oscillations in the Visual Cortex
- Intrinsic firing patterns of diverse neocortical neurons.
- Parabolic bursting in an excitable system coupled with a slow oscillation
- Global and partial synchronism in phase-locked loop networks
- Neural excitability, Spiking and bursting
- Bursts as a unit of neural information: selective communication via resonance.
- Weakly connected neural networks
- Canonical Neural Models
Cited by
- The Right Delay - Detecting Specific Spike Patterns with STDP and Axonal Conduction Delays
- Adaptive exponential integrate-and-fire model as an effective description of neuronal activity.
- Putting logic in modeling of biological neuron: a new framework
- Bifurcation Portrait of a Hybrid Spiking Neuron Model
- Low-Intensity Electrical Stimulation Affects Network Dynamics by Modulating Population Rate and Spike Timing
- Theta Band Zero-Lag Long-Range Cortical Synchronization via Hippocampal Dynamical Relaying
- Network bursting using experimentally constrained single compartment CA3 hippocampal neuron models with adaptation
- Modeling neuronal activity in relation to experimental voltage-/patch-clamp recordings.
- Mechanisms of Zero-Lag Synchronization in Cortical Motifs
- Firing Rate Propagation Through Neuronal–Astrocytic Network
- Adaptation-dependent Synchronization Transitions and burst Generations in electrically coupled Neural Networks
- Computational Maps in the Visual Cortex
- Effect of intermodular connection on fast sparse synchronization in clustered small-world neural networks.
- The Emotional Gatekeeper: A Computational Model of Attentional Selection and Suppression through the Pathway from the Amygdala to the Inhibitory Thalamic Reticular Nucleus
- NeuroFlow: A General Purpose Spiking Neural Network Simulation Platform using Customizable Processors
- ToolConnect: A Functional Connectivity Toolbox for In vitro Networks
- Genetic variants in Alzheimer disease – molecular and brain network approaches
- Bursting dynamics remarkably improve the performance of neural networks on liquid computing
- Dendrites of dentate gyrus granule cells contribute to pattern separation by controlling sparsity
- Effect of interacting second- and third-order stimulus-dependent correlations on population-coding asymmetries.
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