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Lecture
Introduction to synaptic plasticity
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Spike-Timing Models of plasticity
Explores Spike-Timing Models of plasticity, including STDP and synaptic traces.
Introduction to Systems Neuroscience: Memory Systems Overview
Introduces systems neuroscience, focusing on neural circuits, memory systems, and course logistics.
Neuroprosthetics: Hallucinations and Self Distortions
Explores hallucinations, self distortions, cognitive decline, and altered sensorimotor processing in neuroprosthetics.
Synaptic Transmission: Electrical vs. Chemical
Explores the differences between electrical and chemical synapses, synaptic plasticity, and receptor behavior.
Memory Encoding and Neuroplasticity
Explores memory encoding, neuronal plasticity, types of memory, brain regions, and clinical cases.
Classification of Plasticity: Short-term vs. Long-term Changes
Explores short-term and long-term synaptic changes, Hebbian learning, and the role of neuromodulators.
Network Simulation and Activity Dynamics
Explores neural network simulation, activity dynamics, and validation processes to ensure accurate predictions.
From Spiking Models to Rate Models
Explores the transition from spiking to rate models in synaptic plasticity.
Synaptic short-term plasticity
Explores synaptic short-term plasticity in computational neuroscience, covering models, mechanisms, and time scales of synaptic dynamics.
Sensory learning with neural networks
Explores sensory representations, perception, memory, cognitive control, and neural networks.