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.
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.