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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 …
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …
Restoring sensorimotor function through intracortical interfaces: progress and looming challenges
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 …
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
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 …
function, the performance of prosthetic fingers and limbs has yet to mimic native function …
A theory of multineuronal dimensionality, dynamics and measurement
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 …
trial-averaged firing rates from hundreds of neurons in circuits containing billions of …
A high-performance neural prosthesis enabled by control algorithm design
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 …
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 …
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
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 …
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
The nature of nervous system function and development is inherently global, since all
components eventually influence one another. Networks communicate through dense …
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
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 …
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
Experiments on humans and other animals have shown that uncertainty due to unreliable or
incomplete information affects behavior. Recent studies have formalized uncertainty and …
incomplete information affects behavior. Recent studies have formalized uncertainty and …