Our
movements
result
in
predictable
sensory
feedback
that
is
often
multimodal.
Based
on
deviations
between
predictions
and
actual
input,
primary
areas
of
cortex
have
been
shown
to
compute
sensorimotor
prediction
errors.
How
errors
one
modality
influence
the
computation
another
still
unclear.
To
investigate
multimodal
mouse
auditory
(ACx),
we
used
a
virtual
environment
experimentally
couple
running
both
self-generated
visual
feedback.
Using
two-photon
microscopy,
first
characterized
responses
layer
2/3
(L2/3)
neurons
sounds,
stimuli,
onsets
found
all
three
stimuli.
Probing
evoked
by
audiomotor
mismatches,
they
closely
resemble
visuomotor
mismatch
(V1).
Finally,
testing
for
cross
modal
coupling
sound
amplitude
flow
speed
running,
were
amplified
when
paired
with
concurrent
mismatches.
results
demonstrate
non-hierarchical
interactions
shape
error
cortical
L2/3.
***
Dear
reader,
please
note
this
manuscript
formatted
standard
submission
format,
statistical
information
provided
Table
S1.
PLoS Biology,
Journal Year:
2023,
Volume and Issue:
21(8), P. e3002277 - e3002277
Published: Aug. 31, 2023
The
ability
to
process
and
act
upon
incoming
sounds
during
locomotion
is
critical
for
survival
adaptive
behavior.
Despite
the
established
role
that
auditory
cortex
(AC)
plays
in
behavior-
context-dependent
sound
processing,
previous
studies
have
found
cortical
activity
on
average
suppressed
as
compared
immobility.
While
suppression
of
responses
self-generated
results
from
corollary
discharge,
which
weakens
predictable
sounds,
functional
weaker
unpredictable
external
remains
unclear.
In
particular,
whether
sound-evoked
reflects
reduced
involvement
AC
processing
or
it
masking
by
an
alternative
neural
computation
this
state
unresolved.
Here,
we
tested
hypothesis
rather
than
simple
inhibition,
reflect
a
tradeoff
with
emergence
explicit
reliable
coding
velocity.
To
test
hypothesis,
first
used
inactivation
behaving
mice
sound-guided
behavior
locomotion.
investigate
nature
two-photon
calcium
imaging
local
excitatory
populations
awake
mice.
We
had
diverse
influences
different
neurons,
net
baseline-subtracted
stimulus
detection,
consistent
studies.
Importantly,
inhibitory
effect
was
strongly
shaped
elevated
ongoing
compressed
response
dynamic
range,
reflecting
enhanced
“noise,”
reliably
encoded
animal’s
speed.
Decoding
analyses
revealed
speed
are
robustly
co-encoded
ensemble
activity.
Finally,
patterns
joint
electrophysiologically
recorded
freely
moving
rats.
Together,
our
data
suggest
being
locomotion,
ensembles
explicitly
encode
alongside
information
support
perception
Dominant
motor
control
theories
propose
that
the
brain
predicts
and
attenuates
somatosensory
consequences
of
actions,
referred
to
as
attenuation.
Support
comes
from
psychophysical
neuroimaging
studies
showing
touch
applied
on
a
passive
hand
elicits
attenuated
perceptual
neural
responses
if
it
is
actively
generated
by
one's
other
hand,
compared
an
identical
external
origin.
However,
recent
experimental
findings
have
challenged
this
view
providing
evidence
perceived
intensity
enhanced
active
does
not
receive
simultaneously
with
(somatosensory
enhancement)
further
attributing
attenuation
double
tactile
stimulation
hands
upon
contact.
Here,
we
directly
contrasted
hypotheses
enhancement
models
regarding
how
action
influences
perception
manipulating
whether
contacts
hand.
We
assessed
in
absence
any
predictive
cues
condition
turned
out
be
essential
for
interpreting
findings.
In
three
pre-registered
experiments,
demonstrate
enhance
predicted
(Experiment
1),
previously
reported
'enhancement'
effects
are
driven
reference
used
2),
self-generated
robustly
regardless
two
make
contact
3).
Our
results
provide
conclusive
but
prompt
reappraisal
which
theoretical
frameworks
proposing
prediction
based.
Cerebral Cortex,
Journal Year:
2023,
Volume and Issue:
33(13), P. 8803 - 8820
Published: May 13, 2023
Abstract
Repeated
exposure
to
visual
sequences
changes
the
form
of
evoked
activity
in
primary
cortex
(V1).
Predictive
coding
theory
provides
a
potential
explanation
for
this,
namely
that
plasticity
shapes
cortical
circuits
encode
spatiotemporal
predictions
and
subsequent
responses
are
modulated
by
degree
which
actual
inputs
match
these
expectations.
Here
we
use
recently
developed
statistical
modeling
technique
called
Model-Based
Targeted
Dimensionality
Reduction
(MbTDR)
study
visually
dynamics
mouse
V1
context
an
experimental
paradigm
“sequence
learning.”
We
report
spiking
changed
significantly
with
training,
manner
generally
consistent
predictive
framework.
Neural
expected
stimuli
were
suppressed
late
window
(100–150
ms)
after
stimulus
onset
following
whereas
novel
not.
Substituting
familiar
one
led
increases
firing
persisted
at
least
300
ms.
Omitting
predictable
trained
animals
also
increased
time
onset.
Finally,
show
data
can
be
used
accurately
decode
within
sequence.
Our
findings
idea
early
is
involved
information.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: July 3, 2023
ABSTRACT
Neurons
in
the
mouse
auditory
cortex
are
strongly
influenced
by
behavior,
including
both
suppression
and
enhancement
of
sound-evoked
responses
during
movement.
The
comprises
multiple
fields
with
different
roles
sound
processing
distinct
connectivity
to
movement-related
centers
brain.
Here,
we
asked
whether
modulation
might
differ
across
cortical
fields,
thereby
contributing
heterogeneity
at
single-cell
level.
We
used
wide-field
calcium
imaging
identify
followed
cellular-resolution
two-photon
visualize
activity
layer
2/3
excitatory
neurons
within
each
field.
measured
neuron’s
three
categories
(pure
tones,
chirps,
amplitude
modulated
white
noise)
as
mice
rested
ran
on
a
non-motorized
treadmill.
found
that
individual
field
typically
respond
just
one
category.
Some
only
active
rest
others
locomotion,
those
responsive
conditions
retain
their
sound-category
tuning.
effects
locomotion
vary
single
cell
level,
neural
responses,
net
modulatory
effect
is
largely
conserved
fields.
Movement-related
also
reflects
more
complex
behavioral
patterns,
instantaneous
running
speed
non-locomotor
movements
such
grooming
postural
adjustments,
similar
patterns
seen
all
Our
findings
underscore
complexity
throughout
indicate
movement
related
widespread
phenomenon.
SIGNIFICANCE
STATEMENT
Throughout
sensory
cortex,
behavior.
It
remains
unknown
primary
higher-order
similarly
or
differentially
show
locally
heterogeneous,
but
macroscopic
conserved.
These
data
highlight
nature
suggest
signals
may
inform
computations
nodes
cortex.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: July 12, 2023
Abstract
The
brain
functions
as
a
prediction
machine,
utilizing
an
internal
model
of
the
world
to
anticipate
sensations
and
outcomes
our
actions.
Discrepancies
between
expected
actual
events,
referred
errors,
are
leveraged
update
guide
attention
towards
unexpected
events
1–10
.
Despite
importance
error
signals
for
various
neural
computations
across
multiple
regions,
surprisingly
little
is
known
about
circuit
mechanisms
responsible
their
implementation.
Here
we
describe
thalamocortical
disinhibitory
required
generating
sensory
errors
in
mouse
primary
visual
cortex
(V1).
Using
calcium
imaging
with
optogenetic
manipulations
mice
traverse
familiar
virtual
environment,
show
that
violation
animals’
predictions
by
stimulus
preferentially
boosts
responses
layer
2/3
V1
neurons
most
selective
stimulus.
Prediction
specifically
amplify
input,
rather
than
representing
non-specific
surprise
or
difference
signal
how
input
deviates
from
predictions.
Selective
amplification
implemented
cooperative
mechanism
requiring
thalamic
pulvinar,
cortical
vasoactive-intestinal-peptide-expressing
(VIP)
inhibitory
interneurons.
In
response
VIP
inhibit
specific
subpopulation
somatostatin-expressing
(SOM)
interneurons
gate
excitatory
pulvinar
V1,
resulting
pulvinar-driven
response-amplification
stimulus-selective
V1.
Therefore,
prioritizes
unpredicted
information
selectively
increasing
salience
features
through
synergistic
interaction
neocortical
circuits.
Communications Biology,
Journal Year:
2024,
Volume and Issue:
7(1)
Published: May 3, 2024
Abstract
An
organism’s
ability
to
accurately
anticipate
the
sensations
caused
by
its
own
actions
is
crucial
for
a
wide
range
of
behavioral,
perceptual,
and
cognitive
functions.
Notably,
sensorimotor
expectations
produced
when
touching
one’s
body
attenuate
such
sensations,
making
them
feel
weaker
less
ticklish
rendering
easily
distinguishable
from
potentially
harmful
touches
external
origin.
How
brain
learns
keeps
these
action-related
sensory
updated
unclear.
Here
we
employ
psychophysics
functional
magnetic
resonance
imaging
pinpoint
behavioral
neural
substrates
dynamic
recalibration
expected
temporal
delays
in
self-touch.
Our
psychophysical
results
reveal
that
self-touches
are
attenuated
after
systematic
exposure
delayed
self-generated
touches,
while
responses
contralateral
somatosensory
cortex
normally
distinguish
between
nondelayed
become
indistinguishable.
During
exposure,
ipsilateral
anterior
cerebellum
shows
increased
activity,
supporting
proposed
role
recalibrating
predictions.
Moreover,
cingulate
areas
gradually
increase,
suggesting
as
delay
adaptation
progresses,
trigger
activity
related
conflict.
Together,
our
show
predictions
simplest
act
upheld
sophisticated
flexible
mechanism
maintains
accurate
time.
Journal of Neuroscience,
Journal Year:
2023,
Volume and Issue:
43(28), P. 5251 - 5263
Published: June 20, 2023
Intrinsic
delays
in
sensory
feedback
can
be
detrimental
for
motor
control.
As
a
compensation
strategy,
the
brain
predicts
consequences
of
movement
via
forward
model
on
basis
copy
command.
Using
these
predictions,
attenuates
somatosensory
reafference
to
facilitate
processing
exafferent
information.
Theoretically,
this
predictive
attenuation
is
disrupted
by
(even
minimal)
temporal
errors
between
predicted
and
actual
reafference;
however,
direct
evidence
such
disruption
lacking
as
previous
neuroimaging
studies
contrasted
nondelayed
reafferent
input
with
input.
Here,
we
combined
psychophysics
functional
magnetic
resonance
imaging
test
whether
subtle
perturbations
timing
disrupt
its
processing.
Twenty-eight
participants
(14
women)
generated
touches
their
left
index
finger
tapping
sensor
right
finger.
The
were
delivered
close
time
contact
two
fingers
or
perturbation
(i.e.,
153
ms
delay).
We
found
that
brief
at
both
perceptual
neural
levels,
leading
greater
cerebellar
responses
weaker
connectivity
cerebellum,
proportional
changes.
interpret
effects
failure
predictively
attenuate
perturbed
reafference.
Moreover,
observed
increased
supplementary
area
cerebellum
during
perturbations,
which
could
indicate
communication
prediction
error
back
centers.
SIGNIFICANCE
STATEMENT
Our
receives
from
our
movements
delay.
To
counteract
delays,
control
theories
postulate
sensations
received
time.
Thus,
self-generated
touch
feels
than
an
identical
external
touch.
However,
how
perturb
remains
unknown.
show
make
otherwise
attenuated
feel
stronger,
elicit
stronger
responses,
weaken
areas,
increase
areas.
These
findings
areas
are
fundamental
forming
predictions
about
movements.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: May 11, 2024
Abstract
Accurate
perception
and
behavior
rely
on
distinguishing
sensory
signals
arising
from
unexpected
events
those
originating
our
own
voluntary
actions.
In
the
vestibular
system,
input
that
is
consequence
of
active
self-motion
canceled
early
at
first
central
stage
processing
to
ensure
postural
perceptual
stability.
However,
source
required
cancellation
signal
was
unknown.
Here,
we
show
cerebellum
combines
motor-related
information
predict
consequences
self-motion.
Recordings
during
attempted
but
unrealized
head
movements
in
two
male
rhesus
monkeys,
revealed
encoded
by
anterior
vermis
Purkinje
cells
explain
their
altered
sensitivity
versus
passive
Further,
a
model
combining
responses
~40
accounted
for
observed
pathways.
These
findings
establish
how
cerebellar
outcomes
self-movements,
resolving
long-standing
issue
suppression
Our
movements
result
in
predictable
sensory
feedback
that
is
often
multimodal.
Based
on
deviations
between
predictions
and
actual
input,
primary
areas
of
cortex
have
been
shown
to
compute
sensorimotor
prediction
errors.
How
errors
one
modality
influence
the
computation
another
still
unclear.
To
investigate
multimodal
mouse
auditory
(ACx),
we
used
a
virtual
environment
experimentally
couple
running
both
self-generated
visual
feedback.
Using
two-photon
microscopy,
first
characterized
responses
layer
2/3
(L2/3)
neurons
sounds,
stimuli,
onsets
found
all
three
stimuli.
Probing
evoked
by
audiomotor
mismatches,
they
closely
resemble
visuomotor
mismatch
(V1).
Finally,
testing
for
cross
modal
coupling
sound
amplitude
flow
speed
running,
were
amplified
when
paired
with
concurrent
mismatches.
results
demonstrate
non-hierarchical
interactions
shape
error
cortical
L2/3.
Our
movements
result
in
predictable
sensory
feedback
that
is
often
multimodal.
Based
on
deviations
between
predictions
and
actual
input,
primary
areas
of
cortex
have
been
shown
to
compute
sensorimotor
prediction
errors.
How
errors
one
modality
influence
the
computation
another
still
unclear.
To
investigate
multimodal
mouse
auditory
cortex,
we
used
a
virtual
environment
experimentally
couple
running
both
self-generated
visual
feedback.
Using
two-photon
microscopy,
first
characterized
responses
layer
2/3
(L2/3)
neurons
sounds,
stimuli,
onsets
found
all
three
stimuli.
Probing
evoked
by
audiomotor
(AM)
mismatches,
they
closely
resemble
visuomotor
(VM)
mismatch
(V1).
Finally,
testing
for
cross
modal
AM
coupling
sound
amplitude
flow
speed
running,
were
amplified
when
paired
with
concurrent
VM
mismatches.
results
demonstrate
non-hierarchical
interactions
shape
error
cortical
L2/3.