Artificial Neural Networks Through the Lens of Dynamical Systems Theory
Offered By: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube
Course Description
Overview
Explore the fascinating intersection of artificial neural networks and dynamical systems theory in this 25-minute lecture from the Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC). Delve into the complex relationships between these two fields, gaining insights into how dynamical systems theory can provide a unique perspective on the behavior and functionality of neural networks. Discover new approaches to understanding and analyzing artificial intelligence through the lens of mathematical models and concepts from dynamical systems.
Syllabus
Artificial neural networks through the lens of dynamical systems theory
Taught by
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)
Related Courses
Computational NeuroscienceUniversity of Washington via Coursera Neuronal Dynamics
École Polytechnique Fédérale de Lausanne via edX Neuronal Dynamics
École Polytechnique Fédérale de Lausanne via edX Computational Neuroscience: Neuronal Dynamics of Cognition
École Polytechnique Fédérale de Lausanne via edX The Multi-scale brain
École Polytechnique Fédérale de Lausanne via edX