Preparatory activity and the expansive null-space

MM Churchland, KV Shenoy - Nature Reviews Neuroscience, 2024 - nature.com
The study of the cortical control of movement experienced a conceptual shift over recent
decades, as the basic currency of understanding shifted from single-neuron tuning towards …

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 …

Cortical population activity within a preserved neural manifold underlies multiple motor behaviors

JA Gallego, MG Perich, SN Naufel, C Ethier… - Nature …, 2018 - nature.com
Populations of cortical neurons flexibly perform different functions; for the primary motor
cortex (M1) this means a rich repertoire of motor behaviors. We investigate the flexibility of …

Neural population dynamics during reaching

MM Churchland, JP Cunningham, MT Kaufman… - Nature, 2012 - nature.com
Most theories of motor cortex have assumed that neural activity represents movement
parameters. This view derives from what is known about primary visual cortex, where neural …

[HTML][HTML] Motor cortex embeds muscle-like commands in an untangled population response

AA Russo, SR Bittner, SM Perkins, JS Seely… - Neuron, 2018 - cell.com
Primate motor cortex projects to spinal interneurons and motoneurons, suggesting that
motor cortex activity may be dominated by muscle-like commands. Observations during …

Independent generation of sequence elements by motor cortex

AJ Zimnik, MM Churchland - Nature neuroscience, 2021 - nature.com
Rapid execution of motor sequences is believed to depend on fusing movement elements
into cohesive units that are executed holistically. We sought to determine the contribution of …

Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis

J Diedrichsen, N Kriegeskorte - PLoS computational biology, 2017 - journals.plos.org
Representational models specify how activity patterns in populations of neurons (or, more
generally, in multivariate brain-activity measurements) relate to sensory stimuli, motor …

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 …

Cortical preparatory activity: representation of movement or first cog in a dynamical machine?

MM Churchland, JP Cunningham, MT Kaufman, SI Ryu… - Neuron, 2010 - cell.com
The motor cortices are active during both movement and movement preparation. A common
assumption is that preparatory activity constitutes a subthreshold form of movement activity …

Subdivisions of primary motor cortex based on cortico-motoneuronal cells

JA Rathelot, PL Strick - Proceedings of the National Academy of Sciences, 2009 - pnas.org
We used retrograde transneuronal transport of rabies virus from single muscles of rhesus
monkeys to identify cortico-motoneuronal (CM) cells in the primary motor cortex (M1) that …