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Neuronal ensemble
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Concluding remarks
Summarizes the course on brain function, highlighting progress and future directions.
Neuronal Dynamics: Random Networks
Explores the dynamics of neuronal populations, emphasizing random networks and mean-field arguments for connectivity.
Stationary Mean-Field: Neuronal Dynamics
Explores the stationary mean-field concept in computational neuroscience to predict neuronal activity based on population and single neuron firing rates.
Structured Synaptic Connectivity in Hippocampal Regions
Explores synaptic connectivity in hippocampal regions, emphasizing the complexity of neuronal networks and the role of modeling approaches.
Modeling Neuronal Activity
Explores modeling neuronal activity, including firing rates, responses to stimuli, and network behavior.
Neuronal Activity Probing: Optogenetics & Calcium Tools
Explores light- and calcium-gated tools for probing neuronal activity, focusing on optogenetics and fusion protein engineering.
Stochastic numerical methods for many-body quantum systems
Explores stochastic methods for quantum systems, including exact diagonalization, variational methods, neural networks, and machine learning.
Imaging Whole-Brain Activity with Functional Ultrasound
Explores functional ultrasound imaging to understand brain-wide activity and behavior modulation.
Neural Mechanisms of Orientation Mapping
Explores neural mechanisms of orientation mapping in flies using place cells and head-direction cells, visual landmarks, and self-motion cues.
Neural Networks: Hierarchical Models and Odor Taxis
Covers neural function, hierarchical models, odor taxis behaviors, and disparate circuit parameters in 18 slides.