Simple model of spiking neurons
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Abstract
A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons. The model combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons. Using this model, one can simulate tens of thousands of spiking cortical neurons in real time (1 ms resolution) using a desktop PC.
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4,807
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Topics
Keywords
- Computer science
- Spiking neural network
- Bursting
- Simple (philosophy)
- Cortical neurons
- Biological neuron model
- Hodgkin–Huxley model
- Artificial intelligence
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