Lectures related to Thalamic Visual Prosthetics

Helping Humans: Neuroprosthetics MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

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.

Neural Interfaces: Course Overview

Covers neural interfaces, course structure, projects, and interdisciplinary design principles.

AdEx model: Firing patterns and phase plane analysis MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the AdEx neuron model, analyzing firing patterns and phase planes.

Three definitions of rate code MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Discusses three definitions of rate code in computational neuroscience, emphasizing temporal averaging, interspike intervals, and FANO factor.

Networks of Spiking Neurons

Explores networks of spiking neurons, mean-field models, transfer functions, and predictions of state space and neuron behavior.

Stochastic spike arrival MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores stochastic spike arrival in single neurons and the impact of network noise.

Generalized Integrate-and-Fire Models MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the Generalized Integrate-and-Fire Model and the Nonlinear Integrate-and-Fire Model.

Rate Codes versus Temporal Codes MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Compares rate codes and temporal codes in neural dynamics, emphasizing timing codes, stochastic resonance, and neural coding challenges.

In Silico Neuroscience: Ion Channels and Neuronal Models

Explores detailed modeling of ion channels and neuronal morphologies in in silico neuroscience, covering neuron classification, ion channel kinetics, and experimental observations.

Neuronal Dynamics: Random Networks MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

Explores the dynamics of neuronal populations, emphasizing random networks and mean-field arguments for connectivity.

Visual Physiology: Mouse Higher Visual Areas

Explores data from mouse higher visual areas, discussing receptive fields, pathways, visual responsiveness, image selectivity, and stimulus decoding.

Introduction to Fundamentals of Neuroengineering

Covers neural prosthetics, brain-machine interfaces, and decoding motor signals for restoring sensory functions.

Membrane potential fluctuations MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores stochastic spike arrival and membrane potential fluctuations in single neurons.

Stochastic spike firing in integrate-and-fire models MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores stochastic spike firing in integrate-and-fire models and its impact on neural coding.

Variability of Spike Trains MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the variability of spike trains in computational neuroscience, covering experiments, sources of variability, and stochastic spike arrival and firing.

Dynamical Response Functions in Neuroscience

By Tatjana Tchumatchenko explores dynamical response functions in neuroscience, emphasizing the role of linear response functions in understanding neural activity.

Motor Neuroprosthetics: Brain-Machine Interfaces

Explores brain-machine interfaces for motor neuroprosthetics, covering recording techniques, EEG signals, and motor decoding.

Modeling in vitro data MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores modeling in vitro data for computational neuroscience, including predicting subthreshold voltage and spike times.

Variability: Sources and Neural Code MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Discusses the sources of neural variability and the reliability of spike timing.

In vivo electrophysiology MOOC: Cellular Mechanisms of Brain Function

Explores in vivo electrophysiology techniques for studying brain function through extracellular potentials and whole-cell recordings.