Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

MOOC

Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

About
Privacy
Disclaimer

Graph Chatbot

Lectures in this MOOC (40)

Synaptic Plasticity and Learning: F7 Triplet STDP model MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the Triplet STDP model in synaptic plasticity and learning.

Population activity: Neuronal Dynamics of Cognition MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores population activity in cortical populations, including rate, invariances, and natural readouts.

Perception: Field Models MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores computational neuroscience aspects of perception using field models and spatial continuum models.

Learning of Associations MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Delves into associative memory, Hebbian learning, and hierarchical organization in neural networks.

Neuronal Dynamics of Cognition: Decision Models MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores decision models in neuronal dynamics of cognition, covering competitive dynamics, perceptual decision making, and the theory of decision dynamics.

Synaptic Plasticity: Neuronal Dynamics MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Energy landscape: Symmetric Interactions MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the energy landscape in symmetric interactions, emphasizing the importance of symmetric weights and random patterns.

Storage Capacity: Prototypes and Neuronal Dynamics MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the storage capacity of associative memory in networks of neurons and the impact of multiple prototypes on error rates.

Neuronal Dynamics of Cognition: Associative Memory MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores associative memory in neuronal networks, neuronal structure, and information processing.

Associative Memory: Magnetic Materials MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the dynamics of associative memory in networks of neurons and includes a detour into magnetic materials.

Decisions, actions, volition MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores decision models in computational neuroscience, focusing on competitive dynamics, perceptual decision making, and the problem of free will.

Theory of Decision Dynamics MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores decision dynamics in computational neuroscience, focusing on competitive models and effective 2-dimensional interactions between populations.

Cortical populations: Neuronal Dynamics MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores population activity, cortical populations, connectivity, and orientation tuning in the visual cortex.

Spatial Continuum: Cortex MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores cortical fields, orientation columns, solution types, and perception in computational neuroscience.

Introduction: Decision Making MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Covers decision models in computational neuroscience, focusing on competitive dynamics and perceptual decision making.

Attractor Networks: Hopfield Model Generalizations MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores attractor networks and Hopfield model generalizations in computational neuroscience, focusing on memory retrieval and dynamics convergence.

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

Explores attractor networks, Hopfield model generalizations, and memory dynamics in computational neuroscience.

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.

Classification by Similarity MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Delves into classification by similarity using prototypes to match noisy images.

Untitled MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Page 2 of 2