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Neuroscience Data Analysis

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Related lectures (36)

The Microcircuits of Striatum in Silico Log in to Mediaspace to watch this video

Explores the reconstruction of a full-scale mouse striatal cellular level model to integrate and interpret striatal data.

Hodgkin-Huxley Model: Neuronal Excitability Log in to Mediaspace to watch this video

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Network Simulation: Spontaneous Activity and Validation Log in to Mediaspace to watch this video

Covers spontaneous brain network activity, neural simulation, and validation, emphasizing the importance of in-vitro and in-vivo conditions for accurate network modeling.

Structured Synaptic Connectivity Log in to Mediaspace to watch this video

Explores the structured synaptic connectivity between hippocampal regions using techniques like mGRASP and modeling.

Connecting the Dots in Circular Lifecycle Management Log in to Mediaspace to watch this video

Explores Circular Lifecycle Management, Zero Defect Manufacturing, Big Data Analytics, and Predictive Maintenance in industrial processes.

GABAergic Interneurons of the Cerebral Cortex Log in to Mediaspace to watch this video

Explores the classification and electrical behaviors of GABAergic interneurons in the cerebral cortex, emphasizing the importance of consistent terminology and understanding ion channel diversity.

Untitled Log in to Mediaspace to watch this video

Semantic Web: Knowledge Graphs Log in to Mediaspace to watch this video

Explores knowledge representation, information extraction, and the Semantic Web vision, emphasizing standardization, mapping, and ontologies in structuring data.

Building Neural Networks: Assembly Strategies Log in to Mediaspace to watch this video

Focuses on assembling neural network building blocks and dealing with data sparseness using various strategies and assumptions.

Closed-Loop Lifecycle Management Log in to Mediaspace to watch this video

Explores Closed-Loop Lifecycle Management, Circular Economy, and Zero Defect Manufacturing strategies for sustainable development.

Computational Neuroscience: Biophysics & Modeling Log in to Mediaspace to watch this video

Covers the fundamentals of computational neuroscience, focusing on biophysics and modeling.

Transgenic Mice: Cre-Lines and Optogenetics Log in to Mediaspace to watch this video

Covers transgenic mice using Cre-lines and optogenetics, exploring neural cell manipulation techniques and brain region-specific gene expression.

Semantic Web: Ontologies and RDF Modeling Log in to Mediaspace to watch this video

Covers the creation and encoding of ontologies, modeling RDF statements, syntax, and classification.

Decision-Making in Systems Neuroscience: Neural Dynamics and Algorithms Log in to Mediaspace to watch this video

Explores the neural dynamics of decision-making, focusing on algorithms and the role of dopamine in learning and behavior.

Deep Learning Fundamentals Log in to Mediaspace to watch this video

Introduces deep learning, from logistic regression to neural networks, emphasizing the need for handling non-linearly separable data.

Data Visualization: Techniques and Examples Log in to Mediaspace to watch this video

Explores data visualization techniques using sports, historical events, and literature examples.

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