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Related lectures (37)

Reward-based Learning: Cellular Mechanisms MOOC: Cellular Mechanisms of Brain Function

Explores reward-based learning in neuronal networks and the role of dopamine in synaptic plasticity.

GABAergic Projections: Cellular Mechanisms of Brain Function MOOC: Cellular Mechanisms of Brain Function

Explores GABAergic projection neurons in the brain and their role in brain function, including dopamine's impact on Parkinson's disease.

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.

Attractor Networks and Spiking Neurons MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores attractor networks, spiking neurons, memory data, and realistic networks in neural dynamics.

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.

Columnar Processing in the Cortex

Explores columnar processing in the cortex, decision-making tasks, and the transition from spatial information to action.

Modeling the role of hippocampus in spatial navigation MOOC: Simulating a hippocampus micro-circuit

Discusses the role of the hippocampus in spatial navigation and the formation of place cell representation through recurrent network models.

Eligibility Traces for Policy Gradient and Actor-Critic

Explores eligibility traces in policy gradient and actor-critic architectures, leading to an elegant online learning rule.

Scientific Computing in Neuroscience

Explores the history and tools of scientific computing in neuroscience, emphasizing the simulation of neurons and networks.

Role of the hippocampus MOOC: Simulating a hippocampus micro-circuit

Delves into the hippocampus's role in memory, space, and time encoding, and its implications in brain pathologies.

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.

Brain Function Mechanisms

Covers sensory perception, presynaptic neuron mapping, dopamine neuron firing, reward-based learning, and Parkinson's disease.

Deep Q-Learning: DeepRL1.1

Covers Deep Q-learning in deep neural networks, its application in games, backpropagation, Q-values, and V-values.

Learning & Memory

Explores learning, memory, cognitive loads, metacognition, and problem-solving tasks.

Modeling the Role of Hippocampus in Memory MOOC: Simulating a hippocampus micro-circuit

Delves into the critical role of the hippocampus in memory formation, focusing on declarative memory and spatial representation.

Building Physical Neural Networks

Discusses challenges in building physical neural networks, focusing on depth, connections, and trainability.

Theory of reinforcement learning: Introductory question

Covers the theory of reinforcement learning, exploring exploration/exploitation dilemma and continuous state/action spaces.

Neural Networks for Action Learning: Brain Implementation Insights

Explores neural networks for action learning and the brain's reinforcement learning implementation.

Parkinson's Disease: Clinical Insights and Treatment Approaches Log in to Mediaspace to watch this video

Covers Parkinson's disease, its symptoms, diagnosis challenges, and current treatment options, emphasizing the need for early biomarkers and disease-modifying therapies.

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