SYSTEM AND METHOD FOR NEUROMORPHIC CONTROLLED ADAPTIVE PACING OF RESPIRATORY MUSCLES AND NERVES
Patent №
US 9,872,989
Granted
2018-01-23
Filed 2015
Owner
THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES
Lab
—
AI components
4
ml · vision · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14676986
Adaptive systems and methods for automatically determining and continuously updating stimulation parameters for adjusting ventilation to accommodate a patient's specific physiology, metabolic needs, and muscle state are disclosed herein. Having a closed loop implementation, the system may comprise a controller including a neuromorphic controlled adaptive feed-forward Pattern Generator/Pattern Shaper (PG/PS) assembly, which controls respiratory muscle movement using electrical stimulation. This PG/PS assembly comprises a biomimetic design where the pattern generator includes a neural network mimicking the simplified connectivity pattern of respiratory related neurons in the brain stem to produce a rhythmic breathing pattern frequency and the pattern shaper includes a neural network mimicking the simplified connectivity pattern of neurons to produce a stimulus control signal. This biomimetic design for the controller automatically customizes and continually updates stimulation parameters to achieve a desired breathing pattern and, thereby, slow the development of muscle fatigue.
AI classification
Ownership
THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES
assignment · 353370906
Assignors
JUNG, RANU
On an employer assignment, the assignors are typically the inventors.