Literature DB >> 32747834

Power-saving design opportunities for wireless intracortical brain-computer interfaces.

Nir Even-Chen1, Dante G Muratore2,3, Sergey D Stavisky2,3,4, Leigh R Hochberg5,6,7, Jaimie M Henderson3,4, Boris Murmann2,3, Krishna V Shenoy2,3,8,9,10,11.   

Abstract

The efficacy of wireless intracortical brain-computer interfaces (iBCIs) is limited in part by the number of recording channels, which is constrained by the power budget of the implantable system. Designing wireless iBCIs that provide the high-quality recordings of today's wired neural interfaces may lead to inadvertent over-design at the expense of power consumption and scalability. Here, we report analyses of neural signals collected from experimental iBCI measurements in rhesus macaques and from a clinical-trial participant with implanted 96-channel Utah multielectrode arrays to understand the trade-offs between signal quality and decoder performance. Moreover, we propose an efficient hardware design for clinically viable iBCIs, and suggest that the circuit design parameters of current recording iBCIs can be relaxed considerably without loss of performance. The proposed design may allow for an order-of-magnitude power savings and lead to clinically viable iBCIs with a higher channel count.

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Year:  2020        PMID: 32747834      PMCID: PMC8286886          DOI: 10.1038/s41551-020-0595-9

Source DB:  PubMed          Journal:  Nat Biomed Eng        ISSN: 2157-846X            Impact factor:   25.671


  61 in total

Review 1.  Brain-Machine Interfaces: From Basic Science to Neuroprostheses and Neurorehabilitation.

Authors:  Mikhail A Lebedev; Miguel A L Nicolelis
Journal:  Physiol Rev       Date:  2017-04       Impact factor: 37.312

2.  Neuronal ensemble control of prosthetic devices by a human with tetraplegia.

Authors:  Leigh R Hochberg; Mijail D Serruya; Gerhard M Friehs; Jon A Mukand; Maryam Saleh; Abraham H Caplan; Almut Branner; David Chen; Richard D Penn; John P Donoghue
Journal:  Nature       Date:  2006-07-13       Impact factor: 49.962

3.  Assessment of brain-machine interfaces from the perspective of people with paralysis.

Authors:  Christine H Blabe; Vikash Gilja; Cindy A Chestek; Krishna V Shenoy; Kim D Anderson; Jaimie M Henderson
Journal:  J Neural Eng       Date:  2015-07-14       Impact factor: 5.379

Review 4.  Sensors and decoding for intracortical brain computer interfaces.

Authors:  Mark L Homer; Arto V Nurmikko; John P Donoghue; Leigh R Hochberg
Journal:  Annu Rev Biomed Eng       Date:  2013       Impact factor: 9.590

5.  Clinical translation of a high-performance neural prosthesis.

Authors:  Vikash Gilja; Chethan Pandarinath; Christine H Blabe; Paul Nuyujukian; John D Simeral; Anish A Sarma; Brittany L Sorice; János A Perge; Beata Jarosiewicz; Leigh R Hochberg; Krishna V Shenoy; Jaimie M Henderson
Journal:  Nat Med       Date:  2015-09-28       Impact factor: 53.440

6.  Functional priorities, assistive technology, and brain-computer interfaces after spinal cord injury.

Authors:  Jennifer L Collinger; Michael L Boninger; Tim M Bruns; Kenneth Curley; Wei Wang; Douglas J Weber
Journal:  J Rehabil Res Dev       Date:  2013

7.  Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface.

Authors:  Beata Jarosiewicz; Anish A Sarma; Daniel Bacher; Nicolas Y Masse; John D Simeral; Brittany Sorice; Erin M Oakley; Christine Blabe; Chethan Pandarinath; Vikash Gilja; Sydney S Cash; Emad N Eskandar; Gerhard Friehs; Jaimie M Henderson; Krishna V Shenoy; John P Donoghue; Leigh R Hochberg
Journal:  Sci Transl Med       Date:  2015-11-11       Impact factor: 17.956

8.  Restoring cortical control of functional movement in a human with quadriplegia.

Authors:  Chad E Bouton; Ammar Shaikhouni; Nicholas V Annetta; Marcia A Bockbrader; David A Friedenberg; Dylan M Nielson; Gaurav Sharma; Per B Sederberg; Bradley C Glenn; W Jerry Mysiw; Austin G Morgan; Milind Deogaonkar; Ali R Rezai
Journal:  Nature       Date:  2016-04-13       Impact factor: 49.962

9.  Reach and grasp by people with tetraplegia using a neurally controlled robotic arm.

Authors:  Leigh R Hochberg; Daniel Bacher; Beata Jarosiewicz; Nicolas Y Masse; John D Simeral; Joern Vogel; Sami Haddadin; Jie Liu; Sydney S Cash; Patrick van der Smagt; John P Donoghue
Journal:  Nature       Date:  2012-05-16       Impact factor: 49.962

10.  Restoration of reaching and grasping movements through brain-controlled muscle stimulation in a person with tetraplegia: a proof-of-concept demonstration.

Authors:  A Bolu Ajiboye; Francis R Willett; Daniel R Young; William D Memberg; Brian A Murphy; Jonathan P Miller; Benjamin L Walter; Jennifer A Sweet; Harry A Hoyen; Michael W Keith; P Hunter Peckham; John D Simeral; John P Donoghue; Leigh R Hochberg; Robert F Kirsch
Journal:  Lancet       Date:  2017-03-28       Impact factor: 79.321

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  7 in total

Review 1.  The science and engineering behind sensitized brain-controlled bionic hands.

Authors:  Chethan Pandarinath; Sliman J Bensmaia
Journal:  Physiol Rev       Date:  2021-09-20       Impact factor: 37.312

2.  A Power-Efficient Brain-Machine Interface System With a Sub-mw Feature Extraction and Decoding ASIC Demonstrated in Nonhuman Primates.

Authors:  Hyochan An; Samuel R Nason-Tomaszewski; Jongyup Lim; Kyumin Kwon; Matthew S Willsey; Parag G Patil; Hun-Seok Kim; Dennis Sylvester; Cynthia A Chestek; David Blaauw
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2022-07-12       Impact factor: 5.234

3.  Design-development of an at-home modular brain-computer interface (BCI) platform in a case study of cervical spinal cord injury.

Authors:  Kevin C Davis; Benyamin Meschede-Krasa; Iahn Cajigas; Noeline W Prins; Charles Alver; Sebastian Gallo; Shovan Bhatia; John H Abel; Jasim A Naeem; Letitia Fisher; Fouzia Raza; Wesley R Rifai; Matthew Morrison; Michael E Ivan; Emery N Brown; Jonathan R Jagid; Abhishek Prasad
Journal:  J Neuroeng Rehabil       Date:  2022-06-03       Impact factor: 5.208

Review 4.  Improving scalability in systems neuroscience.

Authors:  Zhe Sage Chen; Bijan Pesaran
Journal:  Neuron       Date:  2021-04-07       Impact factor: 18.688

5.  Home Use of a Percutaneous Wireless Intracortical Brain-Computer Interface by Individuals With Tetraplegia.

Authors:  John D Simeral; Thomas Hosman; Jad Saab; Sharlene N Flesher; Marco Vilela; Brian Franco; Jessica N Kelemen; David M Brandman; John G Ciancibello; Paymon G Rezaii; Emad N Eskandar; David M Rosler; Krishna V Shenoy; Jaimie M Henderson; Arto V Nurmikko; Leigh R Hochberg
Journal:  IEEE Trans Biomed Eng       Date:  2021-06-17       Impact factor: 4.538

6.  The significance of neural inter-frequency power correlations.

Authors:  Oscar W Savolainen
Journal:  Sci Rep       Date:  2021-11-30       Impact factor: 4.379

7.  An Ultra-Low-Noise, Low Power and Miniaturized Dual-Channel Wireless Neural Recording Microsystem.

Authors:  Haochuan Wang; Qian Ma; Keming Chen; Hanqing Zhang; Yinyan Yang; Nenggan Zheng; Hui Hong
Journal:  Biosensors (Basel)       Date:  2022-08-08
  7 in total

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