Spiking neural P systems with neuron permeability
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Spiking neural P systems with lateral inhibition
AbstractAs a member of the third generation of artificial neural network models, spiking neural P systems (SN P systems) have gained a hot research spot in recent years. This work introduces the phenomenon of lateral inhibition in biological nervous ...
Highlights- Spiking neural P systems with lateral inhibition (LISN P systems) are proposed.
- A novel type of rules, lateral interaction rules, is introduced in LISN P systems.
- Four specific LISN P systems are designed for generating different ...
Spiking neural P systems with weights and delays on synapses
AbstractSpiking neural P systems (SN P systems) are bio-inspired neural-like computational devices that mimic the communication between two nearby neurons and the spike changes in the neuron. This study incorporates concepts of the weight of ...
Sequential spiking neural P systems with structural plasticity based on max/min spike number
Spiking neural P systems (in short, SNP systems) are parallel, distributed, and nondeterministic computing devices inspired by biological spiking neurons. Recently, a class of SNP systems known as SNP systems with structural plasticity (in short, SNPSP ...
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Elsevier Science Publishers B. V.
Netherlands
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