ICTP-SAIFR Courses

Effects of Potassium and Calcium Currents on Bistable States

Explore the intricate relationship between potassium and calcium currents in neural systems and their impact on creating bistable states in brain dynamics and synchronization.

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

Bifurcations in the Kuramoto Model with External Forcing and Higher-Order Interactions

Explore advanced bifurcation analysis in the Kuramoto model, examining external forcing effects and higher-order interactions in synchronization dynamics.

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

Mechanistic Underpinnings of the Pre-ictal State in Epilepsy

Explore groundbreaking research on pre-ictal state mechanisms in epilepsy, examining neural dynamics and synchronization patterns that precede seizure onset.

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

Emergent Phases and Synchronization in Active Matter

Explore the fascinating dynamics of active matter systems, focusing on emergent collective behaviors, phase transitions, and synchronization patterns in non-equilibrium environments.

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

The Effect of Time Delay for Synchronization Suppression in Neuronal Networks

Explore the impact of time delays on neural network synchronization and suppression mechanisms, with insights into collective motion and brain dynamics from a complex systems perspective.

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

Local Control for the Collective Dynamics of Self-Propelled Particles

Explore the mathematical principles behind controlling collective dynamics of self-propelled particles through local interactions in complex systems.

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

Neuroimaging and Epilepsy: Beyond Lesion Identification

Explore advanced neuroimaging techniques in epilepsy diagnosis, examining cutting-edge methods that go beyond traditional lesion identification to enhance treatment outcomes and patient care.

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

Development of Medical Devices to Monitor and Modulate the Human Brain

Explore cutting-edge medical device development for brain monitoring and modulation, focusing on innovative technologies and their applications in neuroscience and healthcare.

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

Unexpected Properties of Synchronization in Complex Networks of Kuramoto Oscillators

Explore unexpected synchronization properties in complex Kuramoto oscillator networks, examining collective motion patterns and their implications for brain dynamics.

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

Efficient Coding in Circuits of Sensory Neurons: Searching for Evolutionary Principles in Visual Systems

Explore evolutionary principles in visual systems through sensory neuron circuits, focusing on efficient coding mechanisms and their role in biological information processing.

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

Synchronization Phenomena and the Kuramoto Model in Complex Networks - Class 2

Delve into synchronization dynamics in complex networks, exploring stability analysis, collective motion patterns, and advanced applications of the Kuramoto model in network systems.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Collective Motion and Decision Making in the Dynamics of Social Animals and Robot Swarms - Class 4

Explore collective motion patterns and decision-making processes in social animals and robotic swarms, examining synchronization dynamics and group behavior principles.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Synchronization Phenomena and the Kuramoto Model in Complex Networks - Class 3

Delve into synchronization phenomena and complex networks, exploring the Kuramoto model, stability analysis, and collective dynamics in network systems through advanced mathematical frameworks.

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

Synchronization Phenomena and the Kuramoto Model in Complex Networks - Class 1

Delve into synchronization phenomena and the Kuramoto model, exploring collective motion dynamics and their applications in complex networks from brain activity to synchronized systems.

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

Critical Transitions in Complex Dynamical Systems: Theory and Implications for Neuroscience - Class 1

Explore critical transitions in complex dynamical systems, focusing on theoretical foundations and their applications in neuroscience and synchronization phenomena.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video