bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Окт. 23, 2023
The
flow
of
neural
activity
across
the
neocortex
during
active
sensory
discrimination
is
constrained
by
task-specific
cognitive
demands,
movements,
and
internal
states.
During
behavior,
brain
appears
to
sample
from
a
broad
repertoire
activation
motifs.
Understanding
how
these
patterns
local
global
are
selected
in
relation
both
spontaneous
task-dependent
behavior
requires
in-depth
study
densely
sampled
at
single
neuron
resolution
large
regions
cortex.
In
significant
advance
toward
this
goal,
we
developed
procedures
record
mesoscale
2-photon
Ca
Current Biology,
Год журнала:
2024,
Номер
34(18), С. 4114 - 4128.e6
Опубликована: Авг. 15, 2024
Arousal
and
motivation
interact
to
profoundly
influence
behavior.
For
example,
experience
tells
us
that
we
have
some
capacity
control
our
arousal
when
appropriately
motivated,
such
as
staying
awake
while
driving
a
motor
vehicle.
However,
little
is
known
about
how
jointly
decision
computations,
including
if
animals,
rodents,
adapt
their
state
needs.
Here,
developed
show
results
from
an
auditory,
feature-based,
sustained-attention
task
with
intermittently
shifting
utility.
We
use
pupil
size
estimate
across
wide
range
of
states
apply
tailored
signal-detection
theoretic,
hazard
function,
accumulation-to-bound
modeling
approaches
in
large
cohort
mice.
find
pupil-linked
utility
both
major
impacts
on
multiple
aspects
performance.
Although
substantial
fluctuations
persist
conditions,
mice
partially
stabilize
near
intermediate
optimal
level
high.
Behavioral
analyses
elements
behavior
improve
during
high
influences
some,
but
not
all,
them.
Specifically,
the
likelihood
timescale
sensory
evidence
accumulation
quantity
accumulated
per
time
step
attending.
In
sum,
establish
specific
decision-computational
signatures
arousal,
motivation,
interaction
attention.
So
doing,
provide
experimental
analysis
framework
for
studying
self-regulation
neurotypical
brains
diseases
attention-deficit/hyperactivity
disorder.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Авг. 24, 2023
The
cognitive
processes
supporting
complex
animal
behavior
are
closely
associated
with
ubiquitous
movements
responsible
for
our
posture,
facial
expressions,
ability
to
actively
sample
sensory
environments,
and
other
critical
processes.
These
strongly
related
neural
activity
across
much
of
the
brain
often
highly
correlated
ongoing
processes,
making
it
challenging
dissociate
dynamics
that
support
from
those
movements.
In
such
cases,
a
issue
is
whether
separable
movements,
or
if
they
driven
by
common
mechanisms.
Here,
we
demonstrate
how
separability
motor
can
be
assessed,
and,
when
separable,
each
component
isolated.
We
establish
novel
two-context
behavioral
task
in
mice
involves
multiple
show
commonly
observed
taken
contaminated
When
components
isolated
using
approach
subspace
decomposition,
find
exhibit
distinct
dynamical
trajectories.
Further,
properly
accounting
movement
revealed
largely
separate
populations
cells
encode
variables,
contrast
"mixed
selectivity"
reported.
Accurately
isolating
particular
will
essential
developing
conceptual
computational
models
circuit
function
evaluating
cell
types
which
circuits
composed.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Май 26, 2024
During
perceptual
decision-making,
behavioral
performance
varies
with
changes
in
internal
states
such
as
arousal,
motivation,
and
strategy.
Yet
it
is
unknown
how
these
affect
information
coding
across
cortical
regions
involved
differing
aspects
of
sensory
perception
decision-making.
We
recorded
neural
activity
from
the
primary
auditory
cortex
(AC)
posterior
parietal
(PPC)
mice
performing
a
navigation-based
sound
localization
task.
then
modeled
transitions
strategies
used
during
task
performance.
Mice
transitioned
between
three
latent
decision-making
strategies:
an
'optimal'
state
two
'sub-optimal'
characterized
by
choice
bias
frequent
errors.
Performance
strongly
influenced
population
patterns
association
but
not
cortex.
Surprisingly,
individual
PPC
neurons
was
better
explained
external
inputs
variables
suboptimal
than
optimal
state.
Furthermore,
shared
variability
(coupling)
strongest
In
AC,
similarly
weak
all
states.
Together,
findings
indicate
that
more
linked
to
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Авг. 16, 2024
Abstract
Tracking
net
body
movement
in
real
time
may
enable
the
brain
to
estimate
ongoing
demands
and
thus
better
orchestrate
muscle
tone,
energy
balance,
arousal.
To
identify
neural
populations
specializing
tracking
movement,
here
we
compared
self-initiated
movement-related
activity
across
genetically-defined
subcortical
neurons
mouse
brain,
including
dopaminergic,
glutamatergic,
noradrenergic,
key
peptidergic
neurons.
We
show
that
hypothalamic
orexin/hypocretin-producing
(HONs)
are
exceptionally
precise
movement-trackers,
encoding
multiple
classified
behaviors
with
a
high
degree
of
precision,
independent
head
acceleration.
This
was
so
precise,
video
analysis
reliably
served
as
low-cost
biometric
for
HON
population
activity.
The
internal
nutritional
states,
occurred
communication
bandwidth
distinct
from
blood
glucose.
At
projection
targets,
orexin/hypocretin
peptide
outputs
correlated
projection-specific
manner,
indicating
functional
heterogeneity
outputs.
Finally,
found
not
encoded
same
extent
other
related
arousal
or
energy.
These
findings
indicate
orchestrators
metabolism
finely
tuned
encode
constituting
bridge
multiplexing
motor
resources.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 1, 2024
Summary
Recent
work
has
shown
that
during
perceptual
decision-making
tasks,
animals
frequently
alternate
between
different
internal
states
or
strategies.
However,
the
question
of
how
when
these
emerge
learning
remains
an
important
open
problem.
Does
animal
multiple
strategies
from
very
start
training,
only
after
extensive
exposure
to
a
task?
Here
we
address
this
by
developing
dynamic
latent
state
model,
which
applied
training
data
mice
perform
visual
task.
Remarkably,
found
exhibited
distinct
“engaged”
and
“biased”
even
early
with
apparent
second
session
onward.
Moreover,
our
model
revealed
gradual
improvement
in
task
performance
over
course
arose
combination
two
factors:
(1)
increased
sensitivity
stimuli
across
all
states;
(2)
proportion
time
spent
higher-accuracy
relative
biased
disengaged
states.
These
findings
highlight
power
approach
for
characterizing
temporal
evolution
learning.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Окт. 23, 2023
The
flow
of
neural
activity
across
the
neocortex
during
active
sensory
discrimination
is
constrained
by
task-specific
cognitive
demands,
movements,
and
internal
states.
During
behavior,
brain
appears
to
sample
from
a
broad
repertoire
activation
motifs.
Understanding
how
these
patterns
local
global
are
selected
in
relation
both
spontaneous
task-dependent
behavior
requires
in-depth
study
densely
sampled
at
single
neuron
resolution
large
regions
cortex.
In
significant
advance
toward
this
goal,
we
developed
procedures
record
mesoscale
2-photon
Ca