Integrated neural dynamics of sensorimotor decisions and actions DOI Creative Commons
David Thura, Jean‐François Cabana, Albert Feghaly

и другие.

PLoS Biology, Год журнала: 2022, Номер 20(12), С. e3001861 - e3001861

Опубликована: Дек. 15, 2022

Recent theoretical models suggest that deciding about actions and executing them are not implemented by completely distinct neural mechanisms but instead two modes of an integrated dynamical system. Here, we investigate this proposal examining how activity unfolds during a dynamic decision-making task within the high-dimensional space defined cells in monkey dorsal premotor (PMd), primary motor (M1), dorsolateral prefrontal cortex (dlPFC) as well external internal segments globus pallidus (GPe, GPi). Dimensionality reduction shows four strongest components functionally interpretable, reflecting state transition between deliberation commitment, transformation sensory evidence into choice, baseline slope rising urgency to decide. Analysis contribution each population these meaningful differences regions no clusters region, consistent with During deliberation, cortical on two-dimensional “decision manifold” falls off manifold at moment commitment choice-dependent trajectory leading movement initiation. The structure varies regions: In PMd, it is curved; M1, nearly perfectly flat; dlPFC, almost entirely confined dimension. contrast, pallidal primarily urgency. We findings reveal functional contributions different brain system governing action selection execution.

Язык: Английский

Interpreting neural computations by examining intrinsic and embedding dimensionality of neural activity DOI Creative Commons
Mehrdad Jazayeri, Srdjan Ostojic

Current Opinion in Neurobiology, Год журнала: 2021, Номер 70, С. 113 - 120

Опубликована: Сен. 17, 2021

Язык: Английский

Процитировано

141

A unifying perspective on neural manifolds and circuits for cognition DOI
Christopher Langdon, Mikhail Genkin, Tatiana A. Engel

и другие.

Nature reviews. Neuroscience, Год журнала: 2023, Номер 24(6), С. 363 - 377

Опубликована: Апрель 13, 2023

Язык: Английский

Процитировано

118

The geometry of cortical representations of touch in rodents DOI
Ramon Nogueira, Chris C. Rodgers, Randy M. Bruno

и другие.

Nature Neuroscience, Год журнала: 2023, Номер 26(2), С. 239 - 250

Опубликована: Янв. 9, 2023

Язык: Английский

Процитировано

53

Parametric control of flexible timing through low-dimensional neural manifolds DOI Creative Commons
Manuel Beirán, Nicolas Meirhaeghe, Hansem Sohn

и другие.

Neuron, Год журнала: 2023, Номер 111(5), С. 739 - 753.e8

Опубликована: Янв. 13, 2023

Язык: Английский

Процитировано

50

The nature and neurobiology of fear and anxiety: State of the science and opportunities for accelerating discovery DOI Creative Commons
Shannon E. Grogans, Eliza Bliss‐Moreau, Kristin A. Buss

и другие.

Neuroscience & Biobehavioral Reviews, Год журнала: 2023, Номер 151, С. 105237 - 105237

Опубликована: Май 18, 2023

Язык: Английский

Процитировано

46

The centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networks DOI Creative Commons
Brian DePasquale, David Sussillo, L. F. Abbott

и другие.

Neuron, Год журнала: 2023, Номер 111(5), С. 631 - 649.e10

Опубликована: Янв. 10, 2023

Язык: Английский

Процитировано

45

Preparatory activity and the expansive null-space DOI
Mark M. Churchland, Krishna V. Shenoy

Nature reviews. Neuroscience, Год журнала: 2024, Номер 25(4), С. 213 - 236

Опубликована: Март 5, 2024

Язык: Английский

Процитировано

43

Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis DOI Creative Commons
Sergey D. Stavisky, Francis R. Willett, Guy H. Wilson

и другие.

eLife, Год журнала: 2019, Номер 8

Опубликована: Дек. 10, 2019

Speaking is a sensorimotor behavior whose neural basis difficult to study with single neuron resolution due the scarcity of human intracortical measurements. We used electrode arrays record from motor cortex ‘hand knob’ in two people tetraplegia, an area not previously implicated speech. Neurons modulated during speaking and non-speaking movements tongue, lips, jaw. This challenges whether conventional model ‘motor homunculus’ division by major body regions extends single-neuron scale. Spoken words syllables could be decoded trials, demonstrating potential recordings for brain-computer interfaces restore Two population dynamics features reported arm were also present speaking: component that was mostly invariant across initiating different words, followed rotatory speaking. suggests common dynamical motifs may underlie movement speech articulators.

Язык: Английский

Процитировано

95

Cortical Observation by Synchronous Multifocal Optical Sampling Reveals Widespread Population Encoding of Actions DOI Creative Commons

Isaac Kauvar,

Timothy A. Machado,

Elle Yuen

и другие.

Neuron, Год журнала: 2020, Номер 107(2), С. 351 - 367.e19

Опубликована: Май 19, 2020

Язык: Английский

Процитировано

87

The Best Laid Plans: Computational Principles of Anterior Cingulate Cortex DOI
Clay B. Holroyd, Tom Verguts

Trends in Cognitive Sciences, Год журнала: 2021, Номер 25(4), С. 316 - 329

Опубликована: Фев. 15, 2021

Язык: Английский

Процитировано

78