Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …

[HTML][HTML] Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation

MA Lebedev, MAL Nicolelis - Physiological reviews, 2017 - journals.physiology.org
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

Brain–computer interfaces for communication and rehabilitation

U Chaudhary, N Birbaumer… - Nature Reviews …, 2016 - nature.com
Brain–computer interfaces (BCIs) use brain activity to control external devices, thereby
enabling severely disabled patients to interact with the environment. A variety of invasive …

High performance communication by people with paralysis using an intracortical brain-computer interface

C Pandarinath, P Nuyujukian, CH Blabe, BL Sorice… - elife, 2017 - elifesciences.org
Brain-computer interfaces (BCIs) have the potential to restore communication for people with
tetraplegia and anarthria by translating neural activity into control signals for assistive …

[HTML][HTML] Brain–machine interfaces in neurorehabilitation of stroke

SR Soekadar, N Birbaumer, MW Slutzky… - Neurobiology of …, 2015 - Elsevier
Stroke is among the leading causes of long-term disabilities leaving an increasing number
of people with cognitive, affective and motor impairments depending on assistance in their …

Restoring sensorimotor function through intracortical interfaces: progress and looming challenges

SJ Bensmaia, LE Miller - Nature Reviews Neuroscience, 2014 - nature.com
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 …

Virtual ty** by people with tetraplegia using a self-calibrating intracortical brain-computer interface

B Jarosiewicz, AA Sarma, D Bacher… - Science translational …, 2015 - science.org
Brain-computer interfaces (BCIs) promise to restore independence for people with severe
motor disabilities by translating decoded neural activity directly into the control of a …

Making brain–machine interfaces robust to future neural variability

D Sussillo, SD Stavisky, JC Kao, SI Ryu… - Nature …, 2016 - nature.com
A major hurdle to clinical translation of brain–machine interfaces (BMIs) is that current
decoders, which are trained from a small quantity of recent data, become ineffective when …

A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain–machine interfaces

SR Nason, AK Vaskov, MS Willsey, EJ Welle… - Nature biomedical …, 2020 - nature.com
The large power requirement of current brain–machine interfaces is a major hindrance to
their clinical translation. In basic behavioural tasks, the downsampled magnitude of the 300 …