Speech brain–computer interfaces (BCIs) have the potential to restore rapid communication
to people with paralysis by decoding neural activity evoked by attempted speech into text, or …

Objective. Spike sorting is a set of techniques used to analyze extracellular neural
recordings, attributing individual spikes to individual neurons. This field has gained …

Background Brain–computer interfaces can enable communication for people with paralysis
by transforming cortical activity associated with attempted speech into text on a computer …

Brain–computer interfaces (BCIs) can restore communication to people who have lost the
ability to move or speak. So far, a major focus of BCI research has been on restoring gross …

Brain-machine interfaces hold promise for the restoration of sensory and motor function and
the treatment of neurological disorders, but clinical brain-machine interfaces have not yet …

Objective. Individuals with neurological disease or injury such as amyotrophic lateral
sclerosis, spinal cord injury or stroke may become tetraplegic, unable to speak or even …

A central goal of systems neuroscience is to relate an organism's neural activity to behavior.
Neural population analyses often reduce the data dimensionality to focus on relevant activity …

Neural prostheses have the potential to improve the quality of life of individuals with
paralysis by directly map** neural activity to limb-and computer-control signals. We …

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 …

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 …