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.

Machine learningVisionPlanningAI hardwareA61N 1/36139A61N 1/3601A61N 1/3611A61N 1/37217

AI classification

AI hardware1.00
Machine learning1.00
Vision0.76
Planning0.70
Knowledge representation0.09
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES

assignment · 353370906

Assignors

JUNG, RANU

On an employer assignment, the assignors are typically the inventors.

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