Learning and synaptic plasticity

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Synaptic plasticity: mechanisms and functions

Explores the cellular mechanisms of synaptic plasticity, including LTP, LTD, and STDP.

Synaptic transmission: Structure and Mechanisms

Explores the structure and function of synapses, including neurotransmitter diversity and the role of AMPA and NMDA receptors.

Classification of Plasticity: Short-term vs. Long-term Changes

Explores short-term and long-term synaptic changes, Hebbian learning, and the role of neuromodulators.

Neuromorphic Computing: Concepts and Hardware Implementations

Covers neuromorphic computing, challenges in ternary and binary computing, hardware simulations of the brain, and new materials for artificial brain cells.

Modeling synaptic transmission: Stochastic Dynamics

Explores stochastic synaptic transmission modeling, parameters, inhibitory effects, and synaptic reliability.

Synaptic Plasticity and Learning: F7 Triplet STDP model

Explores the Triplet STDP model in synaptic plasticity and learning.

Local Learning Rules: Representations and Actions

Explores local learning rules for representations and actions, covering synaptic plasticity, reinforcement learning, and good representations.

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Computational Neuroscience: Biophysics

Covers modern neuroscience synthesis, biophysical modeling, and brain building blocks with practical applications.

Neurosciences I: Molecular Neuroscience and Neurodegeneration

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