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Lecture
Brain Function Mechanisms
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Reward-based Learning: Cellular Mechanisms
Explores reward-based learning in neuronal networks and the role of dopamine in synaptic plasticity.
Neural Networks for Action Learning: Three-Factor Rules and Dopamine
Explores neural networks learning by reward, actor-critic structures, synaptic plasticity, and the role of dopamine in synaptic changes.
Neurotransmitters: GABA and Glycine
Explores the classification and effects of GABA and Glycine neurotransmitters, including drug interactions.
Parkinson's Disease: Clinical Insights and Treatment Approaches
Covers Parkinson's disease, its symptoms, diagnosis challenges, and current treatment options, emphasizing the need for early biomarkers and disease-modifying therapies.
Parkinson's Disease: Basal Ganglia Circuitry
Explores the basal ganglia circuitry in Parkinson's disease, covering structure, function, dopamine role, pathology, and treatments.
Surprise, Curiosity and Reward: An Evolutionary Perspective
Explores the evolutionary perspective on surprise, curiosity, and reward, focusing on the role of primary and secondary reward signals.
Network Simulation and Activity Dynamics
Explores neural network simulation, activity dynamics, and validation processes to ensure accurate predictions.
Cellular Mechanisms of Brain Function
Series explores the biophysics of neurons and synapses, synaptic transmission, and brain function.
Neuroengineering: Parkinson's Disease and Deep Brain Stimulation
Covers the neuroengineering of Parkinson's disease, focusing on deep brain stimulation and its therapeutic effects on motor symptoms.
Building Physical Neural Networks
Discusses challenges in building physical neural networks, focusing on depth, connections, and trainability.