Restoring sensorimotor function through intracortical interfaces: progress and looming challenges

被引:248
|
作者
Bensmaia, Sliman J. [1 ,2 ]
Miller, Lee E. [3 ,4 ,5 ]
机构
[1] Univ Chicago, Dept Organismal Biol & Anat, Chicago, IL 60637 USA
[2] Univ Chicago, Comm Computat Neurosci, Chicago, IL 60637 USA
[3] Northwestern Univ, Feinberg Sch Med, Dept Phys Med & Rehabil, Chicago, IL 60611 USA
[4] Northwestern Univ, Feinberg Sch Med, Dept Physiol, Chicago, IL 60611 USA
[5] Northwestern Univ, Dept Biomed Engn, Evanston, IL 60208 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
BRAIN-MACHINE INTERFACE; LOCAL-FIELD POTENTIALS; PRIMARY MOTOR CORTEX; CENTRAL-NERVOUS-SYSTEM; COMPUTER INTERFACE; CORTICAL-NEURONS; ELECTRICAL-STIMULATION; NEURAL INTERFACES; PARIETAL CORTEX; MUSCLE-ACTIVITY;
D O I
10.1038/nrn3724
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The loss of a limb or paralysis resulting from spinal cord injury has devastating consequences on quality of life. One approach to restoring lost sensory and motor abilities in amputees and patients with tetraplegia is to supply them with implants that provide a direct interface with the CNS. Such brain-machine interfaces might enable a patient to exert voluntary control over a prosthetic or robotic limb or over the electrically induced contractions of paralysed muscles. A parallel interface could convey sensory information about the consequences of these movements back to the patient. Recent developments in the algorithms that decode motor intention from neuronal activity and in approaches to convey sensory feedback by electrically stimulating neurons, using biomimetic and adaptation-based approaches, have shown the promise of invasive interfaces with sensorimotor cortices, although substantial challenges remain.
引用
收藏
页码:313 / 325
页数:13
相关论文
共 50 条
  • [21] Unraveling hot spots in binding interfaces: progress and challenges
    DeLano, WL
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 2002, 12 (01) : 14 - 20
  • [22] Restoring synaptic function through multimodal therapeutics
    Loera-Valencia, Raul
    Ismail, Muhammad-Al-Mustafa
    Nilsson, Per
    Winblad, Bengt
    MOLECULAR BIOLOGY OF NEURODEGENERATIVE DISEASES: VISIONS FOR THE FUTURE, PT A, 2019, 168 : 257 - 275
  • [23] Neural interfaces for the brain and spinal cord-restoring motor function
    Jackson, Andrew
    Zimmermann, Jonas B.
    NATURE REVIEWS NEUROLOGY, 2012, 8 (12) : 690 - 699
  • [24] Brain-computer interfaces for replacing, restoring, or improving CNS function
    Wolpaw, Jonathan Rickel
    FASEB JOURNAL, 2013, 27
  • [25] A Bidirectional Peripheral Neural Interface for Restoring Sensorimotor Function of Non-human Primates
    Zhang, Peng
    Ma, Xuan
    He, Jiping
    2016 IEEE INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2016, : 420 - 423
  • [26] Towards Brain-Computer Music Interfaces: Progress and Challenges
    Miranda, Eduardo R.
    Durrant, Simon
    Anders, Torsten
    ISABEL: 2008 FIRST INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMMUNICATION TECHNOLOGIES, 2008, : 34 - 38
  • [27] Saving and Restoring Mechanisms for Tangible User Interfaces through Tangible Active Objects
    Riedenklau, Eckard
    Hermann, Thomas
    Ritter, Helge
    HUMAN-COMPUTER INTERACTION: INTERACTION TECHNIQUES AND ENVIRONMENTS, PT II, 2011, 6762 : 110 - 118
  • [28] Historical perspectives, challenges, and future directions of implantable brain-computer interfaces for sensorimotor applications
    Chandrasekaran S.
    Fifer M.
    Bickel S.
    Osborn L.
    Herrero J.
    Christie B.
    Xu J.
    Murphy R.K.J.
    Singh S.
    Glasser M.F.
    Collinger J.L.
    Gaunt R.
    Mehta A.D.
    Schwartz A.
    Bouton C.E.
    Bioelectronic Medicine, 7 (1)
  • [29] Machine Learning Assisted Simulations of Electrochemical Interfaces: Recent Progress and Challenges
    Zhou, Yipeng
    Ouyang, Yixin
    Zhang, Yehui
    Li, Qiang
    Wang, Jinlan
    JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2023, 14 (09): : 2308 - 2316
  • [30] Challenges and Progress in Anode-Electrolyte Interfaces for Rechargeable Divalent Metal Batteries
    Wang, Liping
    Riedel, Sibylle
    Zhao-Karger, Zhirong
    ADVANCED ENERGY MATERIALS, 2024, 14 (38)