Parkinson's Disease: Basal Ganglia Circuitry

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Describing Data: Statistics and Hypothesis Testing

Covers descriptive statistics, hypothesis testing, and correlation analysis with various probability distributions and robust statistics.

Reward-based Learning: Cellular Mechanisms

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

Deep Brain Stimulation: STN-DBS

Explores Deep Brain Stimulation principles, applications, STN-DBS anatomy, surgery, effects, and technology advancements.

Functional Brain Circuits

Explores brain circuits for sensory perception and external representation, covering thalamus communication, energy-saving mechanisms, inhibitory control, and time perception.

Dependence Concepts and Copulas

Explores dependence concepts, copulas, correlation fallacies, and rank correlations in statistics.

Estimation and Correlation

Explains estimation, correlation, and Pearson correlation in statistics, focusing on measuring and describing relationships between variables.

Biological Intelligence: Motor Learning and Neuromodulation

Explores the relationship between biological intelligence, motor learning, and the role of neuromodulation in adaptive behavior.

Signal Processing Fundamentals

Explores signal processing fundamentals, including discrete time signals, spectral factorization, and stochastic processes.

Complex Systems: Epidemics

Delves into complex systems, strange attractors, and epidemics, emphasizing the influence of psychological factors and the role of contagion.

Quantifying Statistical Dependence: Covariance and Correlation

Explores covariance, correlation, and mutual information in quantifying statistical dependence between random variables.