Магистратура
2025/2026
Математические модели нейронных сетей мозга
Статус:
Курс обязательный (Математика)
Кто читает:
Кафедра фундаментальной математики
Когда читается:
1-й курс, 3, 4 модуль
Охват аудитории:
для всех кампусов НИУ ВШЭ
Язык:
английский
Контактные часы:
32
Course Syllabus
Abstract
The discipline covers modern approaches to modeling neural systems of the brain, including computational neuroscience. Key topics include: the Hodgkin-Huxley model, resting potential, formalism of stroboscopic particles and variables, action potential, simplified neuron models, and their response to external signals. Synaptic connections, gap junctions, chemical synapse models, synaptic plasticity, short-term frequency-dependent plasticity, and STDP models are also discussed. The architecture of neural networks and their synaptic connections is studied.