Fundamentals of Neural Recording, Neural Stimulation, & Mind-Laptop Interfaces for Medical & Robotic Purposes
What you’ll be taught
Studying goals are listed categorically as software program/{hardware} experience, quantitative abilities, important pondering, biology information, and scientific literacy
Software program: filter noisy organic alerts
Software program: extract options from neuromuscular waveforms
Software program: decode data from neural and electromyographic recordings
Software program: implement a man-made neural community in MATLAB for real-time management
Software program: management a robotic hand in real-time utilizing organic recordings
Software program: implement real-time bioinspired haptic suggestions
Software program: develop real-time useful electrical stimulation for assistive and rehabilitative tech
{Hardware}: describe easy methods to implement numerous electrophysiology methods (e.g., area clamp, voltage clamp) and what they’re used for
{Hardware}: describe the rules of secure and efficient neurostimulation
{Hardware}: sketch numerous stimulation waveforms
{Hardware}: describe chemical reactions for electrically thrilling neurons
{Hardware}: clarify the professionals and cons of varied supplies as neurostimulation electrodes
{Hardware}: report electromyographic alerts from the floor of the physique
Quantitative: mannequin neurons as electrical circuits
Quantitative: quantify ion and voltage modifications throughout motion potentials
Quantitative: quantify spatiotemporal modifications in electrical exercise all through neurons
Quantitative: carry out a security evaluation of neurostimulation
Quantitative: measure how modifications in neuron morphology (e.g., size, diameter) impression spatiotemporal modifications in electrical exercise
Quantitative: measure how modifications in neuron electrical properties (e.g., capacitance, resistance) impression spatiotemporal modifications in electrical exercise
Essential Pondering: clarify the traits of fine coaching knowledge for neural engineering functions
Essential Pondering: describe how synthetic neural networks relate to organic neural networks
Essential Pondering: clarify how synthetic neural networks work within the context of neural engineering
Essential Pondering: consider the efficiency of a motor-decode algorithm
Essential Pondering: interpret physiological responses to neurostimulation
Essential Pondering: debug widespread neurostimulation errors
Essential Pondering: debug widespread electrophysiology errors
Essential Pondering: develop novel neuromodulation functions
Essential Pondering: critically consider brain-computer interface know-how
Biology: record a number of functions of neural engineering
Biology: determine potential illnesses appropriate for next-generation neuromodulation functions
Biology: draw and clarify how organic neural networks transmit data and carry out complicated duties
Biology: describe the molecular foundation of motion potentials
Biology: summarize the pathway from motor intent to bodily motion
Biology: clarify the neural code for motor actions
Biology: sketch numerous neuromuscular waveforms
Biology: describe how organic neural networks encode sensory data
Biology: use primary organic rules to information the event of synthetic intelligence
Scientific Literacy: summarize the state of the neural engineering discipline
Scientific Literacy: determine future analysis challenges within the discipline of neural engineering
Scientific Literacy: cite related neural engineering manuscripts
Scientific Literacy: write 4-page convention proceedings in IEEE format
Scientific Literacy: use a reference supervisor
Scientific Literacy: efficiency primary statistical analyses
English
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