Neural Networks and Mathematical Modeling of Cortex’s Circuits, M.Sc. Thesis Sharif University of Technology ; Razvan, Mohammad Reza (Supervisor) ; Safari, MirShahram (Co-Supervisor)
Abstract
In this thesis, we review some models for mathematical modeling of neuronal circuits of brain and especially, the main aim of this thesis is chapter two that we review a rigorous model for cortical microcir-cuits which is called liquid state machine. The structure of this thesis is as follows, first in the introduction we give some prerequisites that are essential for understanding contents of this thesis and also, one of the first mathematical model for neural computations, attractor neural networks, has been mentioned. In chapter one, we introduce feedforward neural networks equipped with dynamical synapses. In fact in this chapter we review two experimental models for dynam-ical synapses...
Cataloging briefNeural Networks and Mathematical Modeling of Cortex’s Circuits, M.Sc. Thesis Sharif University of Technology ; Razvan, Mohammad Reza (Supervisor) ; Safari, MirShahram (Co-Supervisor)
Abstract
In this thesis, we review some models for mathematical modeling of neuronal circuits of brain and especially, the main aim of this thesis is chapter two that we review a rigorous model for cortical microcir-cuits which is called liquid state machine. The structure of this thesis is as follows, first in the introduction we give some prerequisites that are essential for understanding contents of this thesis and also, one of the first mathematical model for neural computations, attractor neural networks, has been mentioned. In chapter one, we introduce feedforward neural networks equipped with dynamical synapses. In fact in this chapter we review two experimental models for dynam-ical synapses...
Find in contentBookmark |
|