Synaptic Plasticity: Mechanisms and Models

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Related lectures (32)

Understanding Synaptic Transmission

Explores synaptic transmission, neurotransmitters, and neural plasticity principles.

Synaptic plasticity: mechanisms and functions MOOC: Cellular Mechanisms of Brain Function

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

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.

Synaptic transmission: Structure and Mechanisms MOOC: Simulation Neurocience

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

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.

Glutamate Receptors: Functional Properties and Brain Mechanisms

Explores glutamate receptors, EPSPs, EPSCs, LTP, LTD, STDP, and dendritic spines.

Classification of Plasticity: Short-term vs. Long-term Changes MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Dendrite as a Cable MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

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

Learning and synaptic plasticity

Covers sensory stimulation, learning, synaptic plasticity, and Hebb's postulate in neurorobotics.

Modeling the synaptic potential MOOC: Simulation Neurocience

Explores the modeling of synaptic potentials and the factors influencing their amplitude.

Modeling synaptic transmission: Stochastic Dynamics MOOC: Simulation Neurocience

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

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In Silico Neuroscience: Network Assembly

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

Presynaptic dynamics: Short-term and long-term modulation MOOC: Cellular Mechanisms of Brain Function

Explores the modulation of presynaptic neurotransmitter release over different time scales through calcium-dependent mechanisms.

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Synapses: Neuronal Dynamics MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the role of synapses in computational neuroscience and the models of excitatory and inhibitory synapses.

Models of Long-Term Plasticity: Hebbian Learning MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Neuronal Microcircuit Function: Information Transfer

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

Synaptic Plasticity: Online Memory Learning MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores synaptic plasticity, spike-timing models, and online memory learning challenges in computational neuroscience.

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