Cellular automaton model for spiking neural networks
This article is about the cellular automaton. For the Brazilian spy agency, see DOI-CODI. For Benedetto Codi, see Benedetto Coda. For Bartolomeo Codi, see Bartolomeo Coda.
A CA-space with 64x64 cells in the signaling phase with the CoDi-model with axonal (red) signal trails and dendritic (green) and neuron bodies (white).
CoDi is a cellular automaton (CA) model for spiking neural networks (SNNs).[1] CoDi is an acronym for Collect and Distribute, referring to the signals and spikes in a neural network.
CoDi uses a von Neumann neighborhood modified for a three-dimensional space; each cell looks at the states of its six orthogonal neighbors and its own state. In a growth phase a neural network is grown in the CA-space based on an underlying chromosome. There are four types of cells: neuron body, axon, dendrite and blank. The growth phase is followed by a signaling- or processing-phase. Signals are distributed from the neuron bodies via their axon tree and collected from connection dendrites.[1] These two basic interactions cover every case, and they can be expressed simply, using a small number of rules.
^ abGers, Felix; Hugo Garis; Michael Korkin (1998). "CoDi-1Bit : A simplified cellular automata based neuron model". Artificial Evolution. Lecture Notes in Computer Science. Vol. 1363. pp. 315–333. CiteSeerX 10.1.1.2.17. doi:10.1007/BFb0026610. ISBN 978-3-540-64169-8.
CoDi is a cellular automaton (CA) model for spiking neural networks (SNNs). CoDi is an acronym for Collect and Distribute, referring to the signals and...
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