Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) Courses

Computing with Dynamical Systems - From Implementations Towards Novel Concepts

Explore dynamical systems in computing, from practical implementations to cutting-edge concepts. Gain insights into complex systems and interdisciplinary physics applications.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Aging and Memory Effects in Social and Economic Dynamics

Explore aging and memory effects in social and economic dynamics, uncovering complex interdisciplinary insights into human behavior and societal patterns.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Opinion Dynamics in Social Networks under Bias - A Study Based on the DeGroot Model

Explore opinion dynamics in social networks, analyzing bias effects using the DeGroot model. Gain insights into complex systems and network influence on collective beliefs.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Network Epidemiology - From Analytical Insights to Data-Driven Modeling of Contagion

Explore analytical insights and data-driven modeling techniques for understanding contagion spread in complex networks, enhancing epidemiological research and disease control strategies.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

The Functional Role of Oscillatory Dynamics in Neocortical Circuits: A Computational Perspective

Explore computational perspectives on oscillatory dynamics in neocortical circuits, examining their functional roles and implications for neural processing.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Fluctuations in Molecular Motors: Thermodynamics of F1-ATPase

Explore thermodynamic principles governing F1-ATPase molecular motors, focusing on fluctuations and their impact on motor function and efficiency.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Geometric Influences on Brain Function and Regional Organization

Explore how brain geometry shapes neural function and regional organization through interdisciplinary physics approaches to neuroscience.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Bayesian Machine Learning in Practice

Discover practical applications of Bayesian methods in machine learning through hands-on implementation and real-world examples.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Training the Untrainable - Learning to Backpropagate Through Spikes and Time

Discover how to train spiking neural networks by developing backpropagation techniques that work through discrete spikes and temporal dynamics.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Quantum Reservoir Computing with Metastable Dynamics

Explore quantum reservoir computing using metastable dynamics to understand advanced computational methods in quantum systems and complex physics applications.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Just When You Thought You Knew Everything About Fractal Aggregates

Explore the surprising complexities and latest discoveries in fractal aggregate structures that challenge conventional understanding.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Ecological Systems Are Rarely Well-Mixed - How Movement Behavior Determines Spatial Structure

Explore how animal movement patterns shape ecological spatial structures and influence ecosystem dynamics in complex biological systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Interacting Particle Systems with Mobility and Demographic Dynamics as Biological Models

Explore mathematical models of biological systems using interacting particles with mobility and demographic dynamics to understand complex population behaviors.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Designing Quantum Sensors via Randomness

Explore how randomness principles enhance quantum sensor design and performance in this interdisciplinary physics presentation from IFISC researchers.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Packaging and Assembly Advancements for Commercialization of Neuromorphic PIC

Explore cutting-edge packaging and assembly techniques advancing the commercialization of neuromorphic photonic integrated circuits (PICs) and their industrial applications.

• YouTube
• 31 minutes
• Self-Paced
• Free Video