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

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Spike-Timing Models of plasticity

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

Synaptic Plasticity and Learning: F7 Triplet STDP model

Explores the Triplet STDP model in synaptic plasticity and learning.

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.

Learning and synaptic plasticity

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

Introducing a formal framework for representing learning

Covers Hebbian learning, reinforcement learning, types of learning, neuron models, learning rules, and weight homeostasis.

Neuronal Microcircuit Function: Information Transfer

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

Dendrite as a Cable

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

Presynaptic dynamics: Short-term and long-term modulation

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

From Spiking Models to Rate Models

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

Neuronal Plasticity: Synaptic Changes and Brain Functioning

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