bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2019,
Номер
unknown
Опубликована: Авг. 6, 2019
How
are
actions
linked
with
subsequent
outcomes
to
guide
choices?
The
nucleus
accumbens,
which
is
implicated
in
this
process,
receives
glutamatergic
inputs
from
the
prelimbic
cortex
and
midline
regions
of
thalamus.
However,
little
known
about
whether
how
representations
differ
across
these
input
pathways.
By
comparing
during
a
reinforcement
learning
task
mice,
we
discovered
that
cortical
preferentially
represent
choices,
whereas
thalamic
cues.
Choice-selective
activity
organized
sequences
persist
beyond
outcome.
Through
computational
modeling,
demonstrate
can
support
neural
implementation
algorithms,
both
circuit
model
based
on
synaptic
plasticity,
one
dynamics.
Finally,
test
confirm
predictions
our
models
by
direct
manipulation
accumbens
neurons.
Thus,
integrate
experiment
modeling
suggest
solutions
for
credit
assignment.
Nature Communications,
Год журнала:
2019,
Номер
10(1)
Опубликована: Ноя. 14, 2019
Abstract
Humans
and
other
animals
often
show
a
strong
desire
to
know
the
uncertain
rewards
their
future
has
in
store,
even
when
they
cannot
use
this
information
influence
outcome.
However,
it
is
unknown
how
brain
predicts
opportunities
gain
motivates
information-seeking
behavior.
Here
we
that
neurons
network
of
interconnected
subregions
primate
anterior
cingulate
cortex
basal
ganglia
predict
moment
gaining
about
rewards.
Spontaneous
increases
prediction
signals
are
followed
by
gaze
shifts
toward
objects
associated
with
resolving
uncertainty,
pharmacologically
disrupting
reduces
motivation
seek
information.
These
findings
demonstrate
cortico-basal
mechanism
responsible
for
motivating
actions
resolve
uncertainty
seeking
knowledge
future.
Philosophical Transactions of the Royal Society B Biological Sciences,
Год журнала:
2021,
Номер
376(1836)
Опубликована: Сен. 6, 2021
How
learning
affects
vocalizations
is
a
key
question
in
the
study
of
animal
communication
and
human
language.
Parallel
efforts
birds
humans
have
taught
us
much
about
how
vocal
works
on
behavioural
neurobiological
level.
Subsequent
revealed
variety
cases
among
mammals
which
experience
also
has
major
influence
repertoires.
Janik
Slater
(
Anim.
Behav.
60
,
1–11.
doi:10.1006/anbe.2000.1410
))
introduced
distinction
between
usage
production
learning,
providing
general
framework
to
categorize
different
types
vocalizations.
This
idea
was
built
by
Petkov
Jarvis
Front.
Evol.
Neurosci.
4
12.
doi:10.3389/fnevo.2012.00012
emphasize
more
continuous
distribution
limited
complex
learners.
Yet,
with
studies
empirical
data,
limits
initial
frameworks
become
apparent.
We
build
these
refine
categorization
light
advances
made
since
their
publication
widespread
agreement
that
not
binary
trait.
propose
novel
classification
system,
based
definitions
Slater,
deconstructs
into
dimensions
aid
understanding
mechanisms
involved
this
behaviour.
consider
can
change
without
considers
context
specificity
timing.
identify
including
copying
auditory
models
(convergence/divergence
model
sounds,
accuracy
copying),
degree
(type
breadth
learning)
timing
(when
takes
place,
length
time
it
long
retained).
grey
areas
current
mechanistic
behaviours.
Our
identifies
research
needs
will
help
inform
evolutionary
endeavouring
uncover
multi-dimensional
nature
learning.
article
part
theme
issue
‘Vocal
animals
humans’.
Cell Reports,
Год журнала:
2022,
Номер
39(7), С. 110756 - 110756
Опубликована: Май 1, 2022
How
are
actions
linked
with
subsequent
outcomes
to
guide
choices?
The
nucleus
accumbens,
which
is
implicated
in
this
process,
receives
glutamatergic
inputs
from
the
prelimbic
cortex
and
midline
regions
of
thalamus.
However,
little
known
about
whether
how
representations
differ
across
these
input
pathways.
By
comparing
during
a
reinforcement
learning
task
mice,
we
discovered
that
cortical
preferentially
represent
choices,
whereas
thalamic
cues.
Choice-selective
activity
organized
sequences
persist
beyond
outcome.
Through
computational
modeling,
demonstrate
can
support
neural
implementation
reinforcement-learning
algorithms,
both
circuit
model
based
on
synaptic
plasticity
one
dynamics.
Finally,
test
confirm
prediction
our
models
by
direct
manipulation
accumbens
neurons.
Proceedings of the National Academy of Sciences,
Год журнала:
2024,
Номер
121(7)
Опубликована: Фев. 9, 2024
Neural
dynamics
can
reflect
intrinsic
or
dynamic
inputs,
such
as
sensory
inputs
from
other
brain
regions.
To
avoid
misinterpreting
temporally
structured
dynamics,
dynamical
models
of
neural
activity
should
account
for
measured
inputs.
However,
incorporating
remains
elusive
in
joint
modeling
neural-behavioral
data,
which
is
important
studying
computations
behavior.
We
first
show
how
training
while
considering
behavior
but
not
input
may
lead
to
misinterpretations.
then
develop
an
analytical
learning
method
linear
that
simultaneously
accounts
activity,
behavior,
and
The
provides
the
capability
prioritize
behaviorally
relevant
dissociate
them
both
dynamics.
In
data
a
simulated
with
fixed
performs
different
tasks,
correctly
finds
same
regardless
task
methods
be
influenced
by
task.
datasets
three
subjects
performing
two
motor
tasks
instruction
reveals
low-dimensional
are
missed
more
predictive
and/or
activity.
also
uniquely
largely
similar
across
whereas
overall
not.
These
input-driven
uncover
otherwise
missed.
Nature Communications,
Год журнала:
2021,
Номер
12(1)
Опубликована: Май 11, 2021
Abstract
Disruption
of
the
transcription
factor
FoxP2,
which
is
enriched
in
basal
ganglia,
impairs
vocal
development
humans
and
songbirds.
The
ganglia
are
important
for
selection
sequencing
motor
actions,
but
circuit
mechanisms
governing
accurate
learned
vocalizations
unknown.
Here,
we
show
that
expression
FoxP2
vital
fluent
initiation
termination
birdsong,
as
well
maintenance
song
syllable
adulthood.
Knockdown
imbalances
dopamine
receptor
across
striatal
direct-like
indirect-like
pathways,
suggesting
a
role
dopaminergic
signaling
regulating
sequencing.
Confirming
this
prediction,
phasic
activation,
not
inhibition,
during
singing
drives
repetition
syllables,
thus
also
impairing
birdsong.
These
findings
demonstrate
discrete
origins
dysfluent
elements
songbirds,
with
implications
speech
disorders.