Scientific Reports,
Год журнала:
2025,
Номер
15(1)
Опубликована: Янв. 19, 2025
Aphasia
is
a
common
consequence
of
stroke
which
affects
language
processing.
In
search
an
objective
biomarker
for
aphasia,
we
used
EEG
to
investigate
how
functional
network
patterns
in
the
cortex
are
affected
persons
with
post-stroke
chronic
aphasia
(PWA)
compared
healthy
controls
(HC)
while
they
listening
story.
was
recorded
from
22
HC
and
27
PWA
listened
25-min-long
Functional
connectivity
between
scalp
regions
measured
weighted
phase
lag
index.
The
Network-Based
Statistics
toolbox
detect
altered
correlations
behavioural
tests
within
group.
Differences
geometry
were
assessed
by
means
graph
theory
targeted
node-attack
approach.
Group-classification
accuracy
obtained
support
vector
machine
classifier.
showed
stronger
inter-hemispheric
theta-band
(4.5–7
Hz),
whilst
weaker
subnetwork
emerged
low-gamma
band
(30.5–49
Hz).
Two
subnetworks
correlated
semantic
fluency
respectively
delta-
(1–4
Hz)
low-gamma-bands.
network,
alterations
at
both
local
global
level,
only
changes
found
low-gamma-band
network.
Network
metrics
discriminated
AUC
=
83%.
Overall,
demonstrate
potential
EEG-network
development
informative
biomarkers
assess
natural
speech
processing
aphasia.
We
hypothesize
that
detected
reflect
compensatory
mechanisms
associated
recovery.
European Journal of Neuroscience,
Год журнала:
2022,
Номер
56(8), С. 5201 - 5214
Опубликована: Авг. 22, 2022
Abstract
Speech
comprehension
relies
on
the
ability
to
understand
words
within
a
coherent
context.
Recent
studies
have
attempted
obtain
electrophysiological
indices
of
this
process
by
modelling
how
brain
activity
is
affected
word's
semantic
dissimilarity
preceding
words.
Although
resulting
appear
robust
and
are
strongly
modulated
attention,
it
remains
possible
that,
rather
than
capturing
contextual
understanding
words,
they
may
actually
reflect
word‐to‐word
changes
in
content
without
need
for
narrative‐level
part
listener.
To
test
this,
we
recorded
electroencephalography
from
subjects
who
listened
speech
presented
either
its
original,
narrative
form,
or
after
scrambling
word
order
varying
amounts.
This
manipulation
comprehend
but
not
recognise
individual
Neural
low‐level
acoustic
processing
were
derived
each
condition
using
temporal
response
function.
Signatures
observed
when
was
unscrambled
minimally
scrambled
understood
speech.
The
same
markers
absent
higher
levels
as
dropped.
In
contrast,
recognition
remained
high
neural
measures
related
envelope
tracking
did
vary
significantly
across
conditions.
supports
previous
claim
that
based
their
context
listener's
those
relative
It
also
highlights
insensitivity
comprehension.
Cerebral Cortex,
Год журнала:
2023,
Номер
33(10), С. 6273 - 6281
Опубликована: Янв. 10, 2023
Abstract
When
we
attentively
listen
to
an
individual’s
speech,
our
brain
activity
dynamically
aligns
the
incoming
acoustic
input
at
multiple
timescales.
Although
this
systematic
alignment
between
ongoing
and
speech
in
auditory
areas
is
well
established,
events
that
drive
phase-locking
are
not
fully
understood.
Here,
use
magnetoencephalographic
recordings
of
24
human
participants
(12
females)
while
they
were
listening
a
1
h
story.
We
show
whereas
speech–brain
coupling
associated
with
sustained
fluctuations
envelope
theta-frequency
range
(4–7
Hz),
tracking
low-frequency
delta
(below
Hz)
was
strongest
around
onsets
like
beginning
sentence.
Crucially,
bilateral
after
onsets,
proposing
during
continuous
perception
driven
by
onsets.
conclude
both
components
contribute
differentially
delta-
bands,
orchestrating
sampling
speech.
Thus,
results
suggest
temporal
dissociation
acoustically
oscillatory
tracking,
providing
valuable
implications
for
orchestration
time
scales.
Journal of Cognitive Neuroscience,
Год журнала:
2024,
Номер
36(3), С. 475 - 491
Опубликована: Янв. 1, 2024
Abstract
Most
parts
of
speech
are
voiced,
exhibiting
a
degree
periodicity
with
fundamental
frequency
and
many
higher
harmonics.
Some
neural
populations
respond
to
this
temporal
fine
structure,
in
particular
at
the
frequency.
This
frequency-following
response
consists
both
subcortical
cortical
contributions
can
be
measured
through
EEG
as
well
magnetoencephalography
(MEG),
although
differ
aspects
activity
that
they
capture:
is
sensitive
radial
tangential
sources
deep
sources,
whereas
MEG
more
restrained
measurement
superficial
activity.
responses
continuous
have
shown
an
early
contribution,
latency
around
9
msec,
agreement
measurements
short
tokens,
not
yet
revealed
such
component.
Here,
we
analyze
long
segments
speech.
We
find
latencies
4–11
followed
by
later
right-lateralized
activities
delays
20–58
msec
potential
activities.
Our
results
show
component
FFR
from
participants
its
agrees
EEG.
They
furthermore
temporally
separated
contributions,
enabling
independent
assessment
components
toward
further
processing.
Proceedings of the National Academy of Sciences,
Год журнала:
2023,
Номер
120(49)
Опубликована: Ноя. 30, 2023
Neural
speech
tracking
has
advanced
our
understanding
of
how
brains
rapidly
map
an
acoustic
signal
onto
linguistic
representations
and
ultimately
meaning.
It
remains
unclear,
however,
intelligibility
is
related
to
the
corresponding
neural
responses.
Many
studies
addressing
this
question
vary
level
by
manipulating
waveform,
but
makes
it
difficult
cleanly
disentangle
effects
from
underlying
acoustical
confounds.
Here,
using
magnetoencephalography
recordings,
we
study
measures
while
keeping
acoustics
strictly
unchanged.
Acoustically
identical
degraded
stimuli
(three-band
noise-vocoded,
~20
s
duration)
are
presented
twice,
second
presentation
preceded
original
(nondegraded)
version
speech.
This
intermediate
priming,
which
generates
a
"pop-out"
percept,
substantially
improves
passage.
We
investigate
structure
affect
multivariate
temporal
response
functions
(mTRFs).
As
expected,
behavioral
results
confirm
that
perceived
clarity
improved
priming.
mTRFs
analysis
reveals
auditory
(speech
envelope
onset)
not
affected
priming
only
(bottom-up
driven).
Critically,
findings
suggest
segmentation
sounds
into
words
emerges
with
better
intelligibility,
most
strongly
at
later
(~400
ms
latency)
word
processing
stage,
in
prefrontal
cortex,
line
engagement
top-down
mechanisms
associated
Taken
together,
show
may
provide
some
objective
comprehension.
Frontiers in Neuroscience,
Год журнала:
2022,
Номер
16
Опубликована: Июль 22, 2022
Spoken
language
comprehension
requires
rapid
and
continuous
integration
of
information,
from
lower-level
acoustic
to
higher-level
linguistic
features.
Much
this
processing
occurs
in
the
cerebral
cortex.
Its
neural
activity
exhibits,
for
instance,
correlates
predictive
processing,
emerging
at
delays
a
few
100
ms.
However,
auditory
pathways
are
also
characterized
by
extensive
feedback
loops
cortical
areas
ones
as
well
subcortical
structures.
Early
can
therefore
be
influenced
cognitive
processes,
but
it
remains
unclear
whether
such
contributes
processing.
Here,
we
investigated
early
speech-evoked
that
emerges
fundamental
frequency.
We
analyzed
EEG
recordings
obtained
when
subjects
listened
story
read
single
speaker.
identified
response
tracking
speaker's
frequency
occurred
delay
11
ms,
while
another
elicited
high-frequency
modulation
envelope
higher
harmonics
exhibited
larger
magnitude
longer
latency
about
18
ms
with
an
additional
significant
component
around
40
Notably,
earlier
components
likely
originate
structures,
latter
presumably
involves
contributions
regions.
Subsequently,
determined
these
responses
each
individual
word
story.
then
quantified
context-independent
used
model
compute
context-dependent
surprisal
precision.
The
represented
how
predictable
is,
given
previous
context,
precision
reflected
confidence
predicting
next
past
context.
found
word-level
were
predominantly
features:
average
its
variability.
Amongst
features,
only
showed
weak
modulation.
Our
results
show
is
already
suggesting
top-down
response.
IEEE Transactions on Biomedical Engineering,
Год журнала:
2022,
Номер
70(1), С. 88 - 96
Опубликована: Июнь 21, 2022
The
Temporal
Response
Function
(TRF)
is
a
linear
model
of
neural
activity
time-locked
to
continuous
stimuli,
including
speech.
TRFs
based
on
speech
envelopes
typically
have
distinct
components
that
provided
remarkable
insights
into
the
cortical
processing
However,
current
methods
may
lead
less
than
reliable
estimates
single-subject
TRF
components.
Here,
we
compare
two
established
methods,
in
component
estimation,
and
also
propose
novel
algorithms
utilize
prior
knowledge
these
components,
bypassing
full
estimation.
eNeuro,
Год журнала:
2023,
Номер
10(7), С. ENEURO.0075 - 23.2023
Опубликована: Июль 1, 2023
Speech
comprehension
is
a
complex
neural
process
on
which
relies
activation
and
integration
of
multiple
brain
regions.
In
the
current
study,
we
evaluated
whether
speech
can
be
investigated
by
tracking.
Neural
tracking
phenomenon
in
responses
time-lock
to
rhythm
specific
features
continuous
speech.
These
acoustic,
i.e.,
acoustic
tracking,
or
derived
from
content
using
language
properties,
We
differs
between
comprehensible
story,
an
incomprehensible
word
list.
19
participants
(six
men).
No
significant
difference
regarding
was
found.
However,
only
found
for
story.
The
most
prominent
effect
visible
surprisal,
feature
at
level.
response
surprisal
showed
negativity
300
400
ms,
similar
N400
evoked
paradigms.
This
significantly
more
negative
when
story
comprehended,
words
could
integrated
context
previous
words.
results
show
that
capture
comprehension.