Modeling of extrasynaptic information transfer in neural networks using braid theory
Olga Lukyanova, Oleg Yu. Nikitin · Procedia Computer Science · 2018
Current neural network approaches mostly consider the synaptic signal transfer as a basis of interneuronal communication. At the same time, extrasynaptic signaling plays important role in the animal behavior. In the paper processes of information distortion during the extrasynaptic mixing are studied using braid theory. An approach to the procedural generation of deep neural networks incorporating properties of extrasynaptic information dynamics is proposed.