In
this
dissertation,
I
examine
how
an
animal’s
nervous
system
encodes
spatially
realistic
conspecific
signals
in
their
environment
and
the
encoding
mechanisms
support
behavioral
sensitivity.
begin
by
modeling
changes
electrosensory
exchanged
weakly
electric
fish
a
social
context.
During
behavior,
estimate
spatial
structure
of
stimuli
influences
sensory
responses
at
electroreceptive
periphery.
then
quantify
space
is
represented
hindbrain,
specifically
primary
area
called
lateral
line
lobe.
show
that
sensitivity
influenced
heterogeneous
properties
pyramidal
cell
population.
further
demonstrate
heterogeneity
serves
to
start
segregating
temporal
information
early
pathway.
Lastly,
characterize
accuracy
coding
network
predict
role
elements,
such
as
correlated
noise
feedback,
shaping
information.
My
research
provides
comprehensive
understanding
first
stages
processing
allows
us
better
understand
dynamics
shape
accuracy.
Annual Review of Neuroscience,
Journal Year:
2021,
Volume and Issue:
44(1), P. 221 - 252
Published: March 17, 2021
Many
of
our
daily
activities,
such
as
riding
a
bike
to
work
or
reading
book
in
noisy
cafe,
and
highly
skilled
professional
playing
tennis
match
violin
concerto,
depend
upon
the
ability
brain
quickly
make
moment-to-moment
adjustments
behavior
response
results
actions.
Particularly,
they
neocortex
integrate
information
provided
by
sensory
organs
(bottom-up
information)
with
internally
generated
signals
expectations
attentional
(top-down
information).
This
integration
occurs
pyramidal
cells
(PCs)
their
long
apical
dendrite,
which
branches
extensively
into
dendritic
tuft
layer
1
(L1).
The
outermost
neocortex,
L1
is
conserved
across
cortical
areas
species.
Importantly,
predominant
input
for
top-down
information,
relayed
rich,
dense
mesh
long-range
projections
that
provide
PCs.
Here,
we
discuss
recent
progress
understanding
composition
review
evidence
processing
contributes
functions
perception,
cross-modal
integration,
controlling
states
consciousness,
attention,
learning.
PLoS Biology,
Journal Year:
2023,
Volume and Issue:
21(11), P. e3002365 - e3002365
Published: Nov. 9, 2023
The
human
isocortex
consists
of
tangentially
organized
layers
with
unique
cytoarchitectural
properties.
These
show
spatial
variations
in
thickness
and
cytoarchitecture
across
the
neocortex,
which
is
thought
to
support
function
through
enabling
targeted
corticocortical
connections.
Here,
leveraging
maps
6
cortical
based
on
3D
brain
histology,
we
aimed
quantitatively
characterize
systematic
covariation
laminar
structure
cortex
its
functional
consequences.
After
correcting
for
effect
curvature,
identified
a
pattern
changes
covariance
from
lateral
frontal
posterior
occipital
regions,
differentiated
dominance
infra-
versus
supragranular
layer
thickness.
Corresponding
regularities
connections
along
hierarchy,
infragranular-dominant
was
associated
higher
hierarchical
positions
mapped
resting-state
effective
connectivity
humans
tract-tracing
structural
macaques.
Moreover,
that
regions
similar
patterns
have
likelihood
strength
In
sum,
here
organization
association
cortico-cortical
connectivity,
illustrating
how
may
provide
foundational
principle
function.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Jan. 12, 2023
Abstract
Choice
information
appears
in
multi-area
brain
networks
mixed
with
sensory,
motor,
and
cognitive
variables.
In
the
posterior
cortex—traditionally
implicated
decision
computations—the
presence,
strength,
area
specificity
of
choice
signals
are
highly
variable,
limiting
a
cohesive
understanding
their
computational
significance.
Examining
mesoscale
activity
mouse
cortex
during
visual
task,
we
found
that
defined
variable
low-dimensional
embedding
space
prominent
contribution
along
ventral
stream.
Their
subspace
was
near-orthogonal
to
concurrently
represented
sensory
motor-related
activations,
modulations
by
task
difficulty
animals’
attention
state.
A
recurrent
neural
network
trained
choices
revealed
an
equivalent
whose
context-dependent
dynamics
agreed
data.
Our
results
demonstrated
independent,
cortex,
controlled
features
demands,
possibly
linked
contextual
inference
computations
dynamic
animal–environment
interactions.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: April 13, 2023
Suppressing
responses
to
distractor
stimuli
is
a
fundamental
cognitive
function,
essential
for
performing
goal-directed
tasks.
A
common
framework
the
neuronal
implementation
of
suppression
attenuation
from
early
sensory
higher-order
processing.
However,
details
localization
and
mechanisms
are
poorly
understood.
We
trained
mice
selectively
respond
target
in
one
whisker
field
ignore
opposite
field.
During
expert
task
performance,
optogenetic
inhibition
motor
cortex
increased
overall
tendency
detection
stimuli.
Within
cortex,
enhanced
propagation
into
target-preferring
neurons.
Single
unit
analyses
revealed
that
(wMC)
decorrelates
stimulus
encoding
primary
somatosensory
(S1)
neurons,
which
likely
improves
selective
by
downstream
readers.
Moreover,
we
observed
proactive
top-down
modulation
wMC
S1,
through
differential
activation
putative
excitatory
inhibitory
neurons
before
onset.
Overall,
our
studies
support
contribution
selection,
suppressing
behavioral
gating
within
cortex.
Proceedings of the National Academy of Sciences,
Journal Year:
2023,
Volume and Issue:
120(39)
Published: Sept. 22, 2023
Animals
move
smoothly
and
reliably
in
unpredictable
environments.
Models
of
sensorimotor
control,
drawing
on
control
theory,
have
assumed
that
sensory
information
from
the
environment
leads
to
actions,
which
then
act
back
environment,
creating
a
single,
unidirectional
perception–action
loop.
However,
loop
contains
internal
delays
motor
pathways,
can
lead
unstable
control.
We
show
here
these
be
compensated
by
feedback
signals
flow
backward,
toward
areas.
This
is
ubiquitous
neural
systems,
we
how
compensates
delays.
accomplished
filtering
out
self-generated
other
predictable
changes
so
unpredicted,
actionable
rapidly
transmitted
action
fastest
components,
effectively
compressing
input
more
efficiently
use
feedforward
pathways:
Tracts
fast,
giant
neurons
necessarily
convey
less
accurate
than
tracts
with
many
smaller
neurons,
but
they
are
crucial
for
fast
behavior.
mathematically
tractable
model
has
an
indispensable
role
achieving
state
estimation,
localization
function
(how
different
parts
cortex
body),
attention,
all
effective
explain
anatomical,
physiological,
behavioral
observations,
including
visual
cortex,
heterogeneous
kinetics
receptors,
presence
cells
humans
as
well
patterns
unexplained
heterogeneity
systems.
Cell Reports,
Journal Year:
2022,
Volume and Issue:
41(4), P. 111534 - 111534
Published: Oct. 1, 2022
Behavioral
flexibility
is
the
ability
to
adjust
behavioral
strategies
in
response
changing
environmental
contingencies.
A
major
hypothesis
field
posits
that
activity
of
neurons
locus
coeruleus
(LC)
plays
an
important
role
mediating
flexibility.
To
test
this
hypothesis,
we
developed
a
tactile-based
rule-shift
detection
task
which
mice
responded
left
and
right
whisker
deflections
context-dependent
manner
exhibited
varying
degrees
switching
behavior.
Recording
spiking
from
optogenetically
tagged
LC
at
millisecond
precision
during
performance
revealed
prominent
graded
correlation
between
baseline
flexibility,
where
higher
following
rule
change
was
associated
with
faster
new
rule.
Increasing
optogenetic
activation
accelerated
improved
performance.
Overall,
our
study
provides
evidence
reveal
link
Layer
(L)1,
beside
receiving
massive
cortico-cortical,
commissural
and
associational
projections,
is
the
termination
zone
of
tufted
dendrites
pyramidal
neurons
area
Ca
2+
spike
initiation.
However,
its
synaptic
organization
in
humans
not
known.
Quantitative
3D-models
boutons
(SBs)
L1
human
temporal
lobe
neocortex
were
generated
from
non-epileptic
neocortical
biopsy
tissue
using
transmission
electron
microscopy,
3D-volume
reconstructions
TEM
tomography.
Particularly,
size
active
zones
(AZs)
readily
releasable,
recycling
resting
pool
vesicles
(SVs)
quantified.The
majority
SBs
contained
numerous
mitochondria
comprising
∼7%
total
volume
SBs,
had
a
large
macular,
non-perforated
AZs
(∼0.20
µm
2
)
predominantly
located
on
dendritic
spines.
∼3500
SVs,
comparably
releasable
(∼4
SVs),
(∼470
SVs)
(∼2900
pool.
Astrocytic
coverage
suggests
both
cross
talk
or
removal
spilled
glutamate
by
astrocytic
processes
at
complexes.The
structural
composition
may
underlie
function
networks
that
mediate,
integrate
synchronize
contextual
cross-modal
information,
enabling
flexible
state-dependent
processing
feedforward
sensory
inputs
other
layers
cortical
column.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 6, 2025
Summary
Adolescence
is
a
developmental
period
characterized
by
heightened
plasticity,
yet
how
ongoing
development
affects
sensory
processing
and
cognitive
function
unclear.
We
investigated
adolescent
(postnatal
day
40
±
2)
adult
80
mice
differ
in
performance
on
pure
tone
Go/NoGo
auditory
discrimination
task
of
varying
difficulty.
Using
dense
electrophysiological
recordings,
we
measured
spiking
activity
at
single
neuron
resolution
the
cortex
while
were
engaged
task.
Adolescent
showed
lower
compared
to
adults,
particularly
more
challenging
versions
discrimination.
This
difference
was
due
higher
response
variability
weaker
control
expressed
as
bias.
neuronal
responses
differed
only
slightly
representations
tones
when
outside
context
learning
However,
cortical
after
within
markedly
different.
found
differences
stimulus-
choice-related
level
representations,
well
population-level
decoding
adolescents.
Overall,
adolescents
slower,
especially
for
difficult
sound
discrimination,
reflecting
immature
sounds
choices.
Notably,
age-related
differences,
which
learning,
combined
impact
age
learning.
Our
findings
highlight
distinct
neurophysiological
behavioral
profiles
adolescence,
underscoring
mechanisms
plasticity
during
this
sensitive
period.
Adolescence
is
a
developmental
period
characterized
by
heightened
plasticity,
yet
how
ongoing
development
affects
sensory
processing
and
cognitive
function
unclear.
We
investigated
adolescent
(postnatal
day
40
±
2)
adult
80
mice
differ
in
performance
on
pure
tone
Go/NoGo
auditory
discrimination
task
of
varying
difficulty.
Using
dense
electrophysiological
recordings,
we
measured
spiking
activity
at
single
neuron
resolution
the
cortex
while
were
engaged
task.
Adolescent
showed
lower
compared
to
adults,
particularly
more
challenging
versions
discrimination.
This
difference
was
due
higher
response
variability
weaker
control
expressed
as
bias.
neuronal
responses
differed
only
slightly
representations
tones
when
outside
context
learning
However,
cortical
after
within
markedly
different.
found
differences
stimulus-
choice-related
level
representations,
well
population-level
decoding
adolescents.
Overall,
adolescents
slower,
especially
for
difficult
sound
discrimination,
reflecting
immature
sounds
choices.
Notably,
age-related
differences,
which
learning,
combined
impact
age
learning.
Our
findings
highlight
distinct
neurophysiological
behavioral
profiles
adolescence,
underscoring
mechanisms
plasticity
during
this
sensitive
period.
Adolescence
is
a
developmental
period
characterized
by
heightened
plasticity,
yet
how
ongoing
development
affects
sensory
processing
and
cognitive
function
unclear.
We
investigated
adolescent
(postnatal
day
40
±
2)
adult
80
mice
differ
in
performance
on
pure
tone
Go/NoGo
auditory
discrimination
task
of
varying
difficulty.
Using
dense
electrophysiological
recordings,
we
measured
spiking
activity
at
single
neuron
resolution
the
cortex
while
were
engaged
task.
Adolescent
showed
lower
compared
to
adults,
particularly
more
challenging
versions
discrimination.
This
difference
was
due
higher
response
variability
weaker
control
expressed
as
bias.
neuronal
responses
differed
only
slightly
representations
tones
when
outside
context
learning
However,
cortical
after
within
markedly
different.
found
differences
stimulus-
choice-related
level
representations,
well
population-level
decoding
adolescents.
Overall,
adolescents
slower,
especially
for
difficult
sound
discrimination,
reflecting
immature
sounds
choices.
Notably,
age-related
differences,
which
learning,
combined
impact
age
learning.
Our
findings
highlight
distinct
neurophysiological
behavioral
profiles
adolescence,
underscoring
mechanisms
plasticity
during
this
sensitive
period.