Lectures related to Introduction to Modeling

Approaches and Rationale of Simulation Neuroscience MOOC: Simulation Neurocience

Explores the overview, rationale, and strategies of simulation neuroscience, emphasizing the challenges of reconstructing and simulating the brain.

Observing the Brain: Neuroimaging Basics

Explores neuroimaging basics, brain network scales, connectivity, history, and physics, emphasizing the importance of understanding data at different scales.

Causal Inference in Cognitive Neuroscience

Explores the promises of causal inference in cognitive neuroscience using neurostimulation approaches to understand brain-behavior relationships.

Microcircuit Modeling: Hippocampus Insights MOOC: Simulating a hippocampus micro-circuit

Covers the simulation of a hippocampus microcircuit for understanding brain function and behavior.

Optogenetics: Probing Neuronal Activity with Light

Explores optogenetics, genetically-encoded tools, and clinical applications in probing neuronal activity with light.

Role of the hippocampus MOOC: Simulating a hippocampus micro-circuit

Delves into the hippocampus's role in memory, space, and time encoding, and its implications in brain pathologies.

Levels of Consciousness and Brain Connectivity

Discusses the definitions and assessment of consciousness levels through neuroimaging and brain networks, focusing on connICA for mapping functional connectome traits.

Single Neuron Data Collection Techniques MOOC: Simulation Neurocience

Covers the methods for studying single neurons, including morphology and electrophysiology profiling.

Neurosciences I: Molecular Neuroscience and Neurodegeneration

Covers molecular neuroscience, neurodegeneration, cell types, neuron structure, and history of neuroscience breakthroughs.

Controlling Behavior in Animals and Robots

Explores embodied behavioral control in animals and robots through group presentations and hands-on exercises.

Brain Intelligence: Continual Learning of Representational Models

Delves into the continual learning of representational models after deployment, highlighting the limitations of current artificial neural networks.

Understanding Neuroscience MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Explores the multidisciplinary nature of modern neuroscience and its impact on brain function.

Fundamentals of Brain Connectomics

Introduces the basics of brain connectomics, including terminology, data preprocessing, functional MRI, connectivity measures, and modular structure.

Concluding remarks MOOC: Cellular Mechanisms of Brain Function

Summarizes the course on brain function, highlighting progress and future directions.

Understanding the Hippocampus: Structure and Function

Explores the importance of the hippocampus in memory and spatial navigation, discussing its unique structure and implications for broader brain research.

Whole-cell recordings MOOC: Cellular Mechanisms of Brain Function

Covers preparing brain slices, visualizing neurons, and whole-cell recordings in cellular neuroscience.

Experimental Data Techniques: Caveats and Summary MOOC: Simulation Neurocience

Explores the study of single neurons, challenges in classification, and obtaining high-resolution data.

Injecting a current MOOC: Simulation Neurocience

Explains injecting current into a neuron, creating recordings, running simulations, and handling synapses.

Scientific Computing in Neuroscience

Explores the history and tools of scientific computing in neuroscience, emphasizing the simulation of neurons and networks.

Quantifying Entropy in Neuroscience Data

Delves into quantifying entropy in neuroscience data, exploring how neuron activity represents sensory information and the implications of binary digit sequences.