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 …

[HTML][HTML] DARPA-funded efforts in the development of novel brain–computer interface technologies

RA Miranda, WD Casebeer, AM Hein, JW Judy… - Journal of neuroscience …, 2015 - Elsevier
Abstract The Defense Advanced Research Projects Agency (DARPA) has funded innovative
scientific research and technology developments in the field of brain–computer interfaces …

Real time multi object detection for blind using single shot multibox detector

A Arora, A Grover, R Chugh, SS Reka - Wireless Personal …, 2019 - Springer
According to world health statistics 285 million out of 7.6 billion population suffers visual
impairment; hence 4 out of 100 people are blind. Absence of vision restricts the mobility of a …

Toward an autonomous brain machine interface: integrating sensorimotor reward modulation and reinforcement learning

BT Marsh, VSA Tarigoppula, C Chen… - Journal of …, 2015 - Soc Neuroscience
For decades, neurophysiologists have worked on elucidating the function of the cortical
sensorimotor control system from the standpoint of kinematics or dynamics. Recently …

Deep learning multimodal fNIRS and EEG signals for bimanual grip force decoding

P Ortega, AA Faisal - Journal of neural engineering, 2021 - iopscience.iop.org
Objective. Non-invasive brain-machine interfaces (BMIs) offer an alternative, safe and
accessible way to interact with the environment. To enable meaningful and stable physical …

A muscle-activity-dependent gain between motor cortex and EMG

S Naufel, JI Glaser, KP Kording… - Journal of …, 2019 - journals.physiology.org
Whether one is delicately placing a contact lens on the surface of the eye or lifting a heavy
weight from the floor, the motor system must produce a wide range of forces under different …

A high-performance keyboard neural prosthesis enabled by task optimization

P Nuyujukian, JM Fan, JC Kao, SI Ryu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Communication neural prostheses are an emerging class of medical devices that aim to
restore efficient communication to people suffering from paralysis. These systems rely on an …

From monkeys to humans: observation-based EMG brain–computer interface decoders for humans with paralysis

F Rizzoglio, E Altan, X Ma, KL Bodkin… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. Intracortical brain–computer interfaces (iBCIs) aim to enable individuals with
paralysis to control the movement of virtual limbs and robotic arms. Because patients' …

A comparison of intention estimation methods for decoder calibration in intracortical brain–computer interfaces

FR Willett, BA Murphy, D Young… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Objective: Recent reports indicate that making better assumptions about the user's intended
movement can improve decoder calibration for intracortical brain-computer interfaces …

Robust closed-loop control of a cursor in a person with tetraplegia using Gaussian process regression

DM Brandman, MC Burkhart, J Kelemen… - Neural …, 2018 - direct.mit.edu
Intracortical brain computer interfaces can enable individuals with paralysis to control
external devices through voluntarily modulated brain activity. Decoding quality has been …