Synaptic Plasticity and Learning: F7 Triplet STDP model

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From Spiking Models to Rate Models

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

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

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

Introduction to synaptic plasticity

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

Learning and synaptic plasticity

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

Spike-Timing Models of plasticity

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

Synaptic Plasticity: Online Memory Learning

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

Models of Long-Term Plasticity: Hebbian Learning

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

Synaptic Plasticity: Neuronal Dynamics

Explores synaptic plasticity, including short-term and long-term changes in synaptic connections, to understand how learning and memory are facilitated.

Synaptic Plasticity: Forms and Mechanisms

Explores different forms of synaptic plasticity and the mechanisms behind them, emphasizing the role of calcium in inducing and maintaining plastic changes.

Local Learning Rules: Representations and Actions

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