Invention Grant
- Patent Title: Neurostimulator devices using a machine learning method implementing a gaussian process optimization
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Application No.: US15199580Application Date: 2016-06-30
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Publication No.: US09931508B2Publication Date: 2018-04-03
- Inventor: Joel W. Burdick , Yu-Chong Tai , John F. Naber , Robert S. Keynton , Victor Reggie Edgerton , Roland R. Roy , Yury Gerasimenko , Susan J. Harkema , Jonathan Hodes , Claudia A Angeli , Mandheerej S. Nandra , Thomas Anthony Desautels , Steven L. Upchurch , Douglas J. Jackson , Nicholas A. Terrafranca , Yangsheng Chen
- Applicant: California Institute of Technology , University of Louisville Research Foundation, Inc. , The Regents of the University of California
- Applicant Address: US CA Pasadena US KY Louisville US CA Oakland US CA Laguna Niguel
- Assignee: CALIFORNIA INSTITUTE OF TECHNOLOGY,UNIVERSITY OF LOUISVILLE RESEARCH FOUNDATION, INC.,THE REGENTS OF THE UNIVERSITY OF CALIFORNIA,NEURORECOVERY TECHNOLOGIES, INC.
- Current Assignee: CALIFORNIA INSTITUTE OF TECHNOLOGY,UNIVERSITY OF LOUISVILLE RESEARCH FOUNDATION, INC.,THE REGENTS OF THE UNIVERSITY OF CALIFORNIA,NEURORECOVERY TECHNOLOGIES, INC.
- Current Assignee Address: US CA Pasadena US KY Louisville US CA Oakland US CA Laguna Niguel
- Agency: K&L Gates LLP
- Agent Louis C. Cullman; Dennis A. Majewski
- Main IPC: A61N1/37
- IPC: A61N1/37 ; A61N1/36 ; A61N1/05 ; A61B5/00 ; A61B5/0492 ; A61B5/11

Abstract:
Neurostimulator devices are described comprising: a stimulation assembly connectable to a plurality of electrodes, wherein the plurality of electrodes are configured to stimulate a spinal cord; one or more sensors; and at least one processor configured to modify at least one complex stimulation pattern deliverable by the plurality of electrodes by integrating data from the one or more sensors and performing a machine learning method implementing a Gaussian Process Optimization on the at least one complex stimulation pattern. Methods of use are also described.
Public/Granted literature
- US20160310739A1 NEUROSTIMULATOR Public/Granted day:2016-10-27
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