Synaptic Plasticity: Neuronal Dynamics

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Related lectures (32)

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.

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.

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.

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.

From Spiking Models to Rate Models MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Spike-Timing Models of plasticity MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores Spike-Timing Models of plasticity, including STDP and synaptic traces.

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.

Synaptic Plasticity and Learning: F7 Triplet STDP model MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the Triplet STDP model in synaptic plasticity and learning.

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.

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.

Local Learning Rules: Representations and Actions

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

Neuronal Microcircuit Function: Information Transfer

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

Learning and synaptic plasticity

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

Synaptic short-term plasticity MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores synaptic short-term plasticity in computational neuroscience, covering models, mechanisms, and time scales of synaptic dynamics.

Neuromodulators: Synaptic Plasticity and Oscillations MOOC: Simulating a hippocampus micro-circuit

Delves into the modulation of glutamate and GABA release in the hippocampus microcircuit.

From Spiking Models to Rate Models MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Covers the transition from spiking models to rate models in computational neuroscience.

Neural Model: Assemblies of Neurons and Language Acquisition

Explores a neural model, assemblies of neurons, language acquisition, and the future of neuromorphic intelligent systems.

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.

Neuronal Plasticity: Synaptic Changes and Brain Functioning

Explores neuronal plasticity, synaptic changes, brain functioning, and unconscious states through various mechanisms.

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