Literature DB >> 22344954

Dynamically repairing and replacing neural networks: using hybrid computational and biological tools.

Justin Sanchez1, William Lytton, Jose Carmena, Jose Principe, Jose Fortes, Randall Barbour, Joseph Francis.   

Abstract

The debilitating effects of injury to the nervous system can have a profound effect on daily life activities of the injured person. In this article, we present a project overview in which we are utilizing computational and biological principles, along with simulation and experimentation, to create a realistic computational model of natural and injured sensorimotor control systems. Through the development of hybrid in silico/biological coadaptive symbiotic systems, the goal is to create new technologies that yield transformative neuroprosthetic rehabilitative solutions and a new test bed for the development of integrative medical devices for the repair and enhancement of biological systems.

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Year:  2012        PMID： 22344954     DOI： 10.1109/MPUL.2011.2175640

Source DB:  PubMed          Journal:  IEEE Pulse        ISSN： 2154-2287            Impact factor:   0.924


  7 in total

1.  Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.

Authors:  S Dura-Bernal; S A Neymotin; C C Kerr; S Sivagnanam; A Majumdar; J T Francis; W W Lytton
Journal:  IBM J Res Dev       Date:  2017-05-23       Impact factor: 1.889

2.  Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm.

Authors:  Salvador Dura-Bernal; George L Chadderdon; Samuel A Neymotin; Joseph T Francis; William W Lytton
Journal:  Pattern Recognit Lett       Date:  2014-01-15       Impact factor: 3.756

3.  Computer modeling of ischemic stroke.

Authors:  Alexandra H Seidenstein; Frank C Barone; William W Lytton
Journal:  Scholarpedia J       Date:  2015

4.  Restoring Behavior via Inverse Neurocontroller in a Lesioned Cortical Spiking Model Driving a Virtual Arm.

Authors:  Salvador Dura-Bernal; Kan Li; Samuel A Neymotin; Joseph T Francis; Jose C Principe; William W Lytton
Journal:  Front Neurosci       Date:  2016-02-09       Impact factor: 4.677

Review 5.  Multiscale modeling in the clinic: diseases of the brain and nervous system.

Authors:  William W Lytton; Jeff Arle; Georgiy Bobashev; Songbai Ji; Tara L Klassen; Vasilis Z Marmarelis; James Schwaber; Mohamed A Sherif; Terence D Sanger
Journal:  Brain Inform       Date:  2017-05-09

6.  Towards real-time communication between in vivo neurophysiological data sources and simulator-based brain biomimetic models.

Authors:  Giljae Lee; Andréa Matsunaga; Salvador Dura-Bernal; Wenjie Zhang; William W Lytton; Joseph T Francis; José Ab Fortes
Journal:  J Comput Surg       Date:  2014-11

7.  Cortical Spiking Network Interfaced with Virtual Musculoskeletal Arm and Robotic Arm.

Authors:  Salvador Dura-Bernal; Xianlian Zhou; Samuel A Neymotin; Andrzej Przekwas; Joseph T Francis; William W Lytton
Journal:  Front Neurorobot       Date:  2015-11-25       Impact factor: 2.650
  7 in total

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