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Neuroscience Data Analysis

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Related lectures (52)

Synaptic Plasticity: Mechanisms and Models Log in to Mediaspace to watch this video

Explores different forms of synaptic plasticity and computational models to understand its mechanisms and induction protocols.

Neuron Types: Classification and Morphological Diversity Log in to Mediaspace to watch this video

Delves into neuron types, classification, challenges in reconstruction, staining techniques, and artifact correction, highlighting the importance of understanding brain complexity.

Synaptic Plasticity: Forms and Mechanisms Log in to Mediaspace to watch this video

Explores different forms of synaptic plasticity and the mechanisms behind them, emphasizing the role of calcium in inducing and maintaining plastic changes.

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

Explores the Hodgkin-Huxley model, action potential phases, ion dynamics, cable theory, and compartmental modeling in neuronal excitability.

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

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

Introduction to Data Science Log in to Mediaspace to watch this video

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

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

Explores transgenic mice, optogenetics, single-cell RNA sequencing, the Allen Brain Atlas, and electrode technologies in neuroscience research.

Neural System Organization Log in to Mediaspace to watch this video

Explores the organization and structure of the nervous system, including neurons, synapses, neurotransmitters, and brain functions.

Total scattering and PDF analysis Log in to Mediaspace to watch this video

Explores total scattering and PDF analysis in materials science, covering in-situ synthesis, data analysis techniques, and applications in host-guest systems.

Data Science Visualization with Pandas Log in to Mediaspace to watch this video

Covers data manipulation and exploration using Python with a focus on visualization techniques.

Digital History and Digitized Press Log in to Mediaspace to watch this video

Delves into the 'digital turn' in history, examining historical research using digitized newspapers and exploring text reuse, word embeddings, and data visualization.

Neuroscience and Machine Learning: Understanding Visual Intelligence Log in to Mediaspace to watch this video

Explores the relationship between neuroscience and machine learning in visual intelligence.

Knowledge Representation: Semantics and Data Structures Log in to Mediaspace to watch this video

Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.

Phenomenological Applications of the Standard Model Log in to Mediaspace to watch this video

Explores the verification of the standard model through scattering experiments and the implications of minimal dark matter models.

Neural Networks: Logic and Applications Log in to Mediaspace to watch this video

Explores the logic of neuronal function, the Perceptron model, deep learning applications, and levels of abstraction in neural models.

Spectral Estimation Methods Log in to Mediaspace to watch this video

Explores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.

Data Warehouses and Decision Support Systems Log in to Mediaspace to watch this video

Explores data warehouses, decision support systems, OLAP, data lakes, multidimensional data models, and query optimizations.

Untitled Log in to Mediaspace to watch this video

Deep Learning: Data, Models, and Challenges Log in to Mediaspace to watch this video

Provides an overview of deep learning concepts, focusing on data, model architecture, and challenges in handling large datasets.

Introduction to Database Systems Log in to Mediaspace to watch this video

Covers the fundamentals of database systems, including data modeling, information processing, and the challenges of managing large volumes of data.

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