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AdEx model: Firing patterns and phase plane analysis
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Introduction to Systems Neuroscience: Memory Systems Overview
Introduces systems neuroscience, focusing on neural circuits, memory systems, and course logistics.
Brain-Computer Interfaces: Advancements in Systems Neuroscience
Covers brain-computer interfaces and their impact on systems neuroscience and neuroprosthetics.
Optimization of Neuroprosthetic Systems
Explores the optimization of neuroprosthetic systems, including sensory feedback restoration and neural stimulation strategies.
Parameter estimation
Explores parameter estimation in neuron models, focusing on quadratic optimization and linear fit.
Neural Model: Assemblies of Neurons and Language Acquisition
Explores a neural model, assemblies of neurons, language acquisition, and the future of neuromorphic intelligent systems.
Neuronal Dynamics: Random Networks
Explores the dynamics of neuronal populations, emphasizing random networks and mean-field arguments for connectivity.
Understanding Neuronal Morphologies: NeuroM Basics
Covers NeuroM basics, including checking neuron quality, extracting morphometrics, and visualizing neurons in different formats.
Membrane potential fluctuations
Explores stochastic spike arrival and membrane potential fluctuations in single neurons.
Neural Signals and Signal Processing: Modeling and Simulation
Covers the fundamentals of neural signals and signal processing, focusing on modeling and simulation of neural systems.
Helping Humans: Neuroprosthetics
Explores the application of computational neuroscience in neuroprosthetics, focusing on predicting intended arm movements based on spike times and the importance of systematic parameter optimization.
