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Artificial Neural Networks Through the Lens of Dynamical Systems Theory

Offered By: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube

Tags

Nonlinear Systems Courses Machine Learning Courses Complex Systems Courses Computational Neuroscience Courses

Course Description

Overview

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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)

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