Flexible
responses
to
sensory
stimuli
based
on
changing
rules
are
critical
for
adapting
a
dynamic
environment.
However,
it
remains
unclear
how
the
brain
encodes
rule
information
and
uses
this
guide
behavioral
stimuli.
Here,
we
made
single-unit
recordings
while
head-fixed
mice
performed
cross-modal
selection
task
in
which
they
switched
between
two
different
blocks
of
trials:
licking
response
tactile
applied
whisker
rejecting
visual
stimuli,
or
Along
cortical
sensorimotor
processing
stream
including
primary
(S1)
secondary
(S2)
somatosensory
areas,
medial
(MM)
anterolateral
(ALM)
motor
single-trial
activity
individual
neurons
distinguished
both
prior
stimulus.
Variable
rule-dependent
identical
could
principle
occur
via
appropriate
configuration
pre-stimulus
preparatory
states
neural
population,
would
shape
subsequent
response.
We
hypothesized
that
populations
S1,
S2,
MM
ALM
show
were
set
manner
cause
according
current
rule.
This
hypothesis
was
supported
areas
by
findings
(1)
be
decoded
from
population
MM;
(2)
subspaces
containing
differed
stimulus
during
stimulus-evoked
response;
(3)
optogenetic
disruption
within
impaired
performance.
Our
indicate
flexible
an
action
input
can
cortex.Task
reflected
cortices.Neural
signals
depend
rule.Motor
tracks
switches
is
required
rule-guided
behavior.
Current Opinion in Behavioral Sciences,
Journal Year:
2024,
Volume and Issue:
57, P. 101392 - 101392
Published: April 20, 2024
While
many
brain
networks
are
specialised
for
processing
specific
types
of
information,
a
network
frontoparietal
regions
is
engaged
by
wide
range
cognitive
demands.
Here,
we
review
recent
work
highlighting
the
flexibility
information
coding
in
these
regions,
including
their
potential
to
differentiate
variety
different
and
dynamic
selectivity
that
currently
relevant.
But
does
all
decodable
activity
constitute
behaviourally
meaningful
brain?
Examining
emerging
methods,
find
direct
link
behaviour
can
be
made
some,
but
not
all,
information.
The
data
suggest
flexible
resource
suitable
creating
temporary
arbitrary
associations
between
aspects
needed
each
task.
However,
tighter
field-wide
focus
on
decoding–behaviour
relationships
specify
how
this
gives
rise
astounding
human
capacity
thought
action.
Abstract
Flexible
action
selection
requires
cognitive
control
mechanisms
capable
of
mapping
the
same
inputs
to
different
output
actions
depending
on
context.
From
a
neural
state-space
perspective,
this
representation
that
separates
similar
input
states
by
Additionally,
for
be
robust
and
time-invariant,
information
must
stable
in
time,
enabling
efficient
readout.
Here,
using
EEG
decoding
methods,
we
investigate
how
geometry
dynamics
representations
constrain
flexible
human
brain.
Participants
performed
context-dependent
task.
A
forced
response
procedure
probed
trajectories.
The
result
shows
before
successful
responses,
there
is
transient
expansion
representational
dimensionality
separated
conjunctive
subspaces.
Further,
stabilizes
time
window,
with
entry
into
stable,
high-dimensional
state
predictive
individual
trial
performance.
These
results
establish
brain
needs
over
behavior.
Nature Communications,
Journal Year:
2025,
Volume and Issue:
16(1)
Published: Feb. 3, 2025
Primates
excel
at
mapping
sensory
inputs
flexibly
onto
motor
outcomes.
We
asked
if
the
neural
dynamics
to
support
context-sensitive
sensorimotor
generalizes
or
differs
between
different
behavioral
contexts
that
demand
such
flexibility.
compared
reaching
under
mirror-reversed
vision,
a
case
of
adaptation
modified
environment
(SE),
with
anti
reaching,
applying
an
abstract
task
rule
(TR).
While
in
monkey
posterior
parietal
cortex
show
shifted
initial
states
and
non-aligned
low-dimensional
subspaces
SE
task,
remapping
is
achieved
overlapping
TR
task.
A
recurrent
network
model
demonstrates
how
output
constraints
mimicking
tasks
are
sufficient
generate
two
fundamentally
computational
dynamics.
conclude
implement
happens
within
existing
repertoire
dynamics,
while
compensation
perturbed
feedback
requires
exploration
independent
cortex.
Context-dependent
input
key
for
goal-directed
behavior.
Here,
authors
brain
achieves
this
without
reconfiguring
networks,
depending
on
type
context.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 15, 2024
Abstract
Many
decisions
entail
the
updating
of
beliefs
about
state
environment,
a
process
that
may
go
awry
in
psychosis.
When
environments
are
subject
to
hidden
changes
their
state,
optimal
belief
requires
non-linear
modulation
sensory
evidence,
which
be
subserved
by
pupil-linked,
phasic
arousal.
Here,
we
analyzed
behavior
and
pupil
responses
during
evidence
accumulation
changing
environment
community
sample
human
participants
assessed
subclinical
psychotic
experiences
(psychosis
proneness).
Subjects
most
prone
psychosis
showed
overall
less
flexible
profiles,
with
diminished
weighting
late
evidence.
These
same
subjects
also
exhibited
smaller
reliable
encoding
computational
variables
governing
adaptive
updating.
The
observed
arousal
dynamics
account
for
emergence
cognitive
biases
psychopathology.
Our
results
open
new
window
on
pathophysiology
mental
disorders.
Communications Psychology,
Journal Year:
2024,
Volume and Issue:
2(1)
Published: Sept. 23, 2024
Many
decisions
entail
the
updating
of
beliefs
about
state
environment
by
accumulating
noisy
sensory
evidence.
This
form
probabilistic
reasoning
may
go
awry
in
psychosis.
Computational
theory
shows
that
optimal
belief
environments
subject
to
hidden
changes
their
requires
a
dynamic
modulation
evidence
accumulation
process.
Recent
empirical
findings
implicate
transient
responses
pupil-linked
central
arousal
systems
individual
samples
this
modulation.
Here,
we
analyzed
behavior
and
pupil
during
changing
community
sample
human
participants.
We
also
assessed
subclinical
psychotic
experiences
(psychosis
proneness).
Participants
most
prone
psychosis
showed
overall
less
flexible
profiles,
with
diminished
behavioral
impact
occurring
late
decision
formation.
These
same
individuals
exhibited
smaller
reliable
encoding
computational
variables
governing
updating.
Our
provide
insights
into
cognitive
physiological
bases
proneness
open
paths
unraveling
pathophysiology
disorders.
While
many
brain
networks
are
specialised
for
processing
specific
types
of
information,
a
network
frontoparietal
regions
is
engaged
by
wide
range
cognitive
demands.
Here
we
review
recent
work
highlighting
the
flexibility
information
coding
in
these
regions,
including
their
potential
to
differentiate
variety
different
and
dynamic
selectivity
that
currently
relevant.
But
does
all
decodable
activity
constitute
behaviourally
meaningful
brain?
Examining
emerging
methods,
find
direct
link
behaviour
can
be
made
some,
but
not
all,
information.
The
data
suggest
flexible
resource
suitable
creating
temporary,
arbitrary,
associations
between
aspects
needed
each
task.
However,
tighter
field-wide
focus
on
decoding-behaviour
relationships
specify
how
this
gives
rise
astounding
human
capacity
thought
action.
PLoS Biology,
Journal Year:
2024,
Volume and Issue:
22(6), P. e3002624 - e3002624
Published: June 28, 2024
Comparative
research
suggests
that
the
hypothalamus
is
critical
in
switching
between
survival
behaviors,
yet
it
unclear
if
this
case
humans.
Here,
we
investigate
role
of
human
by
introducing
a
paradigm
where
volunteers
switch
hunting
and
escape
response
to
encounters
with
virtual
predator
or
prey.
Given
small
size
low
tissue
contrast
hypothalamus,
used
deep
learning-based
segmentation
identify
individual-specific
its
subnuclei
as
well
an
imaging
sequence
optimized
for
hypothalamic
signal
acquisition.
Across
2
experiments,
employed
computational
models
identical
structures
explain
internal
movement
generation
processes
associated
escaping.
Despite
shared
structure,
exhibited
significantly
different
parameter
values
escaping
were
accurately
decodable
just
computing
parameters
processes.
In
experiment
2,
multi-voxel
pattern
analyses
(MVPA)
showed
hippocampus,
periaqueductal
gray
encode
behaviors
while
not
encoding
simple
motor
outside
context.
Furthermore,
connectivity
revealed
network
including
how
connected
other
regions
network.
Finally,
model-based
fMRI
strong
predictive
optimal
behavioral
coordination
after
switching,
especially
when
was
synchronized
amygdala.
Our
study
first
action
organization
switching.
Journal of Neuroscience,
Journal Year:
2024,
Volume and Issue:
44(26), P. e1883232024 - e1883232024
Published: May 17, 2024
Aging
is
accompanied
by
a
decline
of
working
memory,
an
important
cognitive
capacity
that
involves
stimulus-selective
neural
activity
persists
after
stimulus
presentation.
Here,
we
unraveled
memory
dynamics
in
older
human
adults
(male
and
female)
including
those
diagnosed
with
mild
impairment
(MCI)
using
combination
behavioral
modeling,
neuropsychological
assessment,
MEG
recordings
brain
activity.
Younger
were
studied
modeling
only.
Participants
performed
visuospatial
delayed
match-to-sample
task
under
systematic
manipulation
the
delay
distance
between
sample
test
stimuli.
Their
behavior
(match/nonmatch
decisions)
was
fit
computational
model
permitting
dissociation
noise
internal
operations
underlying
performance
from
strategic
decision
threshold.
Task
accuracy
decreased
duration
sample/test
proximity.
When
distances
small,
committed
more
false
alarms
than
younger
adults.
The
explained
participants'
well.
parameters
reflecting
(not
threshold)
correlated
precision
cortical
measured
during
interval.
uncovered
increase
specifically
compared
participants.
Furthermore,
MCI
group,
but
not
healthy
controls,
clinically
assessed
integrity.
Our
results
are
consistent
idea
stability
contents
deteriorates
aging,
manner
linked
to
overall
integrity
individuals
MCI.