Lectures related to Synaptic Plasticity: Forms and Mechanisms

Neuronal Microcircuit Function: Information Transfer

Explores human synapses' short-term plasticity, firing rate, and information transfer mechanisms in neuronal microcircuits.

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Models of Long-Term Plasticity: Hebbian Learning

Explores Hebbian learning, synaptic plasticity, and models for long-term plasticity.

Dendrite as a Cable

Discusses dendrites as cables, covering the cable equation derivation and current conservation in coupled compartments.

In Silico Neuroscience: Network Assembly

Explores assembling in silico neuroscience networks, defining space, and dealing with sparse data to reconstruct brain regions.

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From Spiking Models to Rate Models

Explores the transition from spiking to rate models in synaptic plasticity.

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Network Simulation: Spontaneous Activity and Validation

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

Building Neural Networks: Assembly Strategies

Focuses on assembling neural network building blocks and dealing with data sparseness using various strategies and assumptions.