On simplicity and complexity in the brave new world of large-scale neuroscience

P Gao, S Ganguli - Current opinion in neurobiology, 2015 - Elsevier
Technological advances have dramatically expanded our ability to probe multi-neuronal
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …

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 …

Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder

MS Willsey, SR Nason-Tomaszewski, SR Ensel… - Nature …, 2022 - nature.com
Despite the rapid progress and interest in brain-machine interfaces that restore motor
function, the performance of prosthetic fingers and limbs has yet to mimic native function …

A theory of multineuronal dimensionality, dynamics and measurement

P Gao, E Trautmann, B Yu, G Santhanam, S Ryu… - BioRxiv, 2017 - biorxiv.org
In many experiments, neuroscientists tightly control behavior, record many trials, and obtain
trial-averaged firing rates from hundreds of neurons in circuits containing billions of …

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 …

Cortical control of a prosthetic arm for self-feeding

M Velliste, S Perel, MC Spalding, AS Whitford… - Nature, 2008 - nature.com
Arm movement is well represented in populations of neurons recorded from the motor
cortex,,,,,,. Cortical activity patterns have been used in the new field of brain–machine …

Modulating brain activity with invasive brain–computer interface: a narrative review

ZP Zhao, C Nie, CT Jiang, SH Cao, KX Tian, S Yu… - Brain sciences, 2023 - mdpi.com
Brain-computer interface (BCI) can be used as a real-time bidirectional information gateway
between the brain and machines. In particular, rapid progress in invasive BCI, propelled by …

Visualizing whole-brain activity and development at the single-cell level using light-sheet microscopy

PJ Keller, MB Ahrens - Neuron, 2015 - cell.com
The nature of nervous system function and development is inherently global, since all
components eventually influence one another. Networks communicate through dense …

Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia

SP Kim, JD Simeral, LR Hochberg… - Journal of neural …, 2008 - iopscience.iop.org
Computer-mediated connections between human motor cortical neurons and assistive
devices promise to improve or restore lost function in people with paralysis. Recently, a pilot …

Bayesian models: the structure of the world, uncertainty, behavior, and the brain

I Vilares, K Kording - Annals of the New York Academy of …, 2011 - Wiley Online Library
Experiments on humans and other animals have shown that uncertainty due to unreliable or
incomplete information affects behavior. Recent studies have formalized uncertainty and …