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–machine interfaces: past, present and future

MA Lebedev, MAL Nicolelis - TRENDS in Neurosciences, 2006 - cell.com
Since the original demonstration that electrical activity generated by ensembles of cortical
neurons can be employed directly to control a robotic manipulator, research on brain …

A high-performance neural prosthesis enabled by control algorithm design

V Gilja, P Nuyujukian, CA Chestek… - Nature …, 2012 - nature.com
Neural prostheses translate neural activity from the brain into control signals for guiding
prosthetic devices, such as computer cursors and robotic limbs, and thus offer individuals …

A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signals

A Bashashati, M Fatourechi, RK Ward… - Journal of Neural …, 2007 - iopscience.iop.org
Brain–computer interfaces (BCIs) aim at providing a non-muscular channel for sending
commands to the external world using the electroencephalographic activity or other …

Reconstructing three-dimensional hand movements from noninvasive electroencephalographic signals

TJ Bradberry, RJ Gentili… - Journal of …, 2010 - Soc Neuroscience
It is generally thought that the signal-to-noise ratio, the bandwidth, and the information
content of neural data acquired via noninvasive scalp electroencephalography (EEG) are …

Principles of neural ensemble physiology underlying the operation of brain–machine interfaces

MAL Nicolelis, MA Lebedev - Nature reviews neuroscience, 2009 - nature.com
Research on brain–machine interfaces has been ongoing for at least a decade. During this
period, simultaneous recordings of the extracellular electrical activity of hundreds of …

Dexamethasone-coated neural probes elicit attenuated inflammatory response and neuronal loss compared to uncoated neural probes

Y Zhong, RV Bellamkonda - Brain research, 2007 - Elsevier
Glial scar formation around implanted silicon neural probes compromises their ability to
facilitate long-term recordings. One approach to modulate the tissue reaction around …

Brain—computer interface

A Vallabhaneni, T Wang, B He - Neural engineering, 2005 - Springer
Human-computer interfaces (HCIs) have become ubiquitous. Interfaces such as keyboards
and mouses are used daily while interacting with computing devices (Ebrahimi et al., 2003) …

Predicting movement from multiunit activity

E Stark, M Abeles - Journal of Neuroscience, 2007 - Soc Neuroscience
Previous studies have shown that intracortical activity can be used to operate prosthetic
devices such as an artificial limb. Previously used neuronal signals were either the activity of …

[图书][B] Multiscale analysis of complex time series: integration of chaos and random fractal theory, and beyond

J Gao, Y Cao, W Tung, J Hu - 2007 - books.google.com
The only integrative approach to chaos and random fractal theory Chaos and random fractal
theory are two of the most important theories developed for data analysis. Until now, there …