Lectures related to Hippocampus Models: Network Dynamics

Attractor Networks and Spiking Neurons MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores attractor networks, spiking neurons, memory data, and realistic networks in neural dynamics.

Networks of Spiking Neurons

Explores networks of spiking neurons, mean-field models, transfer functions, and predictions of state space and neuron behavior.

In Silico Neuroscience: Ion Channels and Neuronal Models

Explores detailed modeling of ion channels and neuronal morphologies in in silico neuroscience, covering neuron classification, ion channel kinetics, and experimental observations.

Scientific Computing in Neuroscience

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

In Silico Neuroscience: Network Simulation

Delves into simulating network dynamics in in silico neuroscience, covering spontaneous and evoked activity, in-vitro and in-vivo simulations, and sensitivity analysis.

Introduction to synaptic plasticity MOOC: Simulating a hippocampus micro-circuit

Covers synaptic plasticity, types of synapses, Hebb's postulate, LTP, LTD, and network oscillations in the hippocampus.

Modelling principles for CA1 Microcircuit simulation MOOC: Simulating a hippocampus micro-circuit

Explores principles of data-driven modeling for simulating hippocampus microcircuits.

Neural Signals and Signal Processing: Modeling and Simulation

Covers the fundamentals of neural signals and signal processing, focusing on modeling and simulation of neural systems.

Optimization of Neuroprosthetic Systems

Explores the optimization of neuroprosthetic systems, including sensory feedback restoration and neural stimulation strategies.

AdEx: Adaptive exponential integrate-and-fire MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Covers the AdEx model, firing patterns, adaptation, and parameter estimation.

Attractor Networks and Generalizations MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores attractor networks, Hopfield model generalizations, and memory dynamics in computational neuroscience.

Oscillations: Network Dynamics and Microcircuits MOOC: Simulating a hippocampus micro-circuit

Delves into network oscillations in a hippocampus microcircuit, exploring theta, gamma rhythms, and ripple events.

Network Simulation: Spontaneous Activity and Validation Log in to Mediaspace to watch this video

Covers spontaneous brain network activity, neural simulation, and validation, emphasizing the importance of in-vitro and in-vivo conditions for accurate network modeling.

Network Simulation and Activity Dynamics Log in to Mediaspace to watch this video

Explores neural network simulation, activity dynamics, and validation processes to ensure accurate predictions.

Structured Synaptic Connectivity Log in to Mediaspace to watch this video

Explores the structured synaptic connectivity between hippocampal regions using techniques like mGRASP and modeling.

Computational Neuroscience: Biophysics & Modeling Log in to Mediaspace to watch this video

Covers the fundamentals of computational neuroscience, focusing on biophysics and modeling.

Neural Signals and Signal Processing Log in to Mediaspace to watch this video

Explores neural signal modeling, nervous system structure, and fiber classification for understanding neural phenomena.

Introduction to Systems Neuroscience: Memory Systems Overview Log in to Mediaspace to watch this video

Introduces systems neuroscience, focusing on neural circuits, memory systems, and course logistics.