Frontiers in Computational Neuroscience,
Год журнала:
2018,
Номер
12
Опубликована: Ноя. 13, 2018
To
infer
the
causes
of
its
sensations,
brain
must
call
on
a
generative
(predictive)
model.
This
necessitates
passing
local
messages
between
populations
neurons
to
update
beliefs
about
hidden
variables
in
world
beyond
sensory
samples.
It
also
entails
inferences
how
we
will
act.
Active
inference
is
principled
framework
that
frames
perception
and
action
as
approximate
Bayesian
inference.
has
been
successful
accounting
for
wide
range
physiological
behavioural
phenomena.
Recently,
process
theory
emerged
attempts
relate
their
neurobiological
substrates.
In
this
paper,
review
develop
anatomical
aspects
theory.
We
argue
form
models
required
constrains
way
which
regions
connect
one
another.
Specifically,
neuronal
representing
variable
receive
input
from
Markov
blanket
variable.
illustrate
idea
four
different
domains:
perception,
planning,
attention,
movement.
doing
so,
attempt
show
appealing
enables
us
account
architectures.
Ultimately,
committing
an
ensures
can
empirical
hypotheses
be
tested
using
neuroimaging,
neuropsychological,
electrophysiological
experiments.
Proceedings of the National Academy of Sciences,
Год журнала:
2016,
Номер
113(30)
Опубликована: Июль 11, 2016
Significance
Since
the
early
days
of
neuroscience,
relative
merit
structural
vs.
functional
network
accounts
in
explaining
neurological
deficits
has
been
intensely
debated.
Using
a
large
stroke
cohort
and
machine-learning
approach,
we
show
that
visual
memory
verbal
are
better
predicted
by
connectivity
than
lesion
location,
motor
location
connectivity.
In
addition,
disruption
to
subset
cortical
areas
predicts
general
cognitive
deficit
(spanning
multiple
behavior
domains).
These
results
shed
light
on
complementary
value
stroke,
provide
physiological
mechanism
for
multidomain
seen
after
stroke.
Journal of Neuroscience,
Год журнала:
2017,
Номер
37(23), С. 5594 - 5607
Опубликована: Апрель 27, 2017
The
thalamus
is
globally
connected
with
distributed
cortical
regions,
yet
the
functional
significance
of
this
extensive
thalamocortical
connectivity
remains
largely
unknown.
By
performing
graph-theoretic
analyses
on
data
collected
from
human
participants,
we
found
that
most
thalamic
subdivisions
display
network
properties
are
capable
integrating
multimodal
information
across
diverse
networks.
From
a
meta-analysis
large
dataset
brain-imaging
experiments,
further
involved
in
multiple
cognitive
functions.
Finally,
focal
lesions
humans
have
widespread
distal
effects,
disrupting
modular
organization
This
converging
evidence
suggests
critical
hub
region
could
integrate
being
processed
throughout
cerebral
cortex
as
well
maintain
structure
SIGNIFICANCE
STATEMENT
traditionally
viewed
passive
relay
station
sensory
organs
or
subcortical
structures
to
cortex.
However,
has
connections
entire
cortex,
which
can
also
serve
processing
between
regions.
In
study,
demonstrate
brain
Moreover,
engaged
by
tasks
requiring
These
findings
support
idea
New England Journal of Medicine,
Год журнала:
2018,
Номер
379(23), С. 2237 - 2245
Опубликована: Дек. 5, 2018
Complex
neurologic
and
psychiatric
syndromes
cannot
be
understood
on
the
basis
of
focal
brain
lesions.
Functional
neuroimaging,
maps
interrelated
regions
called
connectome,
combination
lesion
analysis
with
networks
connectome
offer
a
new
way
to
understand
function
disease.
The Lancet Neurology,
Год журнала:
2019,
Номер
18(3), С. 248 - 258
Опубликована: Фев. 12, 2019
BackgroundRisk
of
dementia
after
stroke
is
a
major
concern
for
patients
and
carers.
Reliable
data
risk
dementia,
particularly
transient
ischaemic
attack
or
minor
stroke,
are
scarce.
We
studied
the
risks
of,
factors
for,
before
stroke.MethodsThe
Oxford
Vascular
Study
prospective
incidence
study
all
vascular
events
in
population
92
728
people
residing
Oxfordshire,
UK.
Patients
with
occurring
between
April
1,
2002,
March
31,
2012,
were
ascertained
multiple
methods,
including
assessment
dedicated
daily
emergency
clinic
review
hospital
admissions.
Pre-event
post-event
(incident)
diagnosed
at
initial
during
5-years'
follow-up
on
basis
cognitive
testing
supplemented
by
obtained
from
hand
searches
primary
care
records.
assessed
association
severity
(as
measured
US
National
Institutes
Health
Stroke
Scale
[NIHSS]
score),
location
(ie,
dysphasia),
previous
events,
markers
susceptibility
reserve
(age,
low
education,
pre-morbid
dependency,
leucoaraiosis),
baseline
cognition,
Cox
regression
models
adjusted
age,
sex,
education.
compared
prevalence
our
published
UK
age-matched
sex-matched
rates.FindingsAmong
2305
(mean
age
74·4
years
[SD
13·0]),
688
(30%)
had
attacks
1617
(70%)
strokes.
was
225
patients;
highest
severe
NIHSS
>10)
lowest
attack.
Of
2080
without
pre-event
1982
(95%)
followed
up
to
end
death.
Post-event
occurred
432
5
follow-up.
The
1
year
34·4%
(95%
CI
29·7–41·5)
(NIHSS
score
>10),
8·2%
(6·2–10·2)
those
<3),
5·2%
(3·4–7·0)
Compared
population,
1-year
standardised
morbidity
ratio
47·3
35·9–61·2),
5·8
(4·4–7·5),
3·5
(2·5–4·8),
respectively.
Consequently,
survivors
brought
forward
approximately
25
who
strokes,
4
2
attacks.
5-year
associated
event
severity,
dysphasia,
leucoaraiosis,
diabetes
(p<0·0001
comparisons,
except
[p=0·006]).InterpretationThe
have
varies
substantially
depending
clinical
characteristics
lesion
burden
factors.
Incidence
nearly
50
times
higher
that
general
but
excess
lower
stroke.FundingWellcome
Trust,
Wolfson
Foundation,
British
Heart
Institute
Research,
Research
Biomedical
Centre.
Brain,
Год журнала:
2015,
Номер
138(10), С. 3061 - 3075
Опубликована: Авг. 10, 2015
A
traditional
and
widely
used
approach
for
linking
neurological
symptoms
to
specific
brain
regions
involves
identifying
overlap
in
lesion
location
across
patients
with
similar
symptoms,
termed
mapping.
This
is
powerful
broadly
applicable,
but
has
limitations
when
do
not
localize
a
single
region
or
stem
from
dysfunction
connected
the
site
rather
than
itself.
newer
sensitive
such
network
effects
functional
neuroimaging
of
patients,
this
requires
specialized
scans
beyond
routine
clinical
data,
making
it
less
versatile
difficult
apply
are
rare
transient.
In
article
we
show
that
mapping
can
be
expanded
incorporate
into
symptom
localization
without
need
patients.
Our
three
steps:
(i)
transferring
three-dimensional
volume
onto
reference
brain;
(ii)
assessing
intrinsic
connectivity
rest
using
normative
connectome
data;
(iii)
overlapping
lesion-associated
networks
identify
common
syndrome.
We
first
tested
our
peduncular
hallucinosis,
syndrome
visual
hallucinations
following
subcortical
lesions
long
hypothesized
due
on
extrastriate
cortex.
While
themselves
were
heterogeneously
distributed
little
location,
22
23
negatively
correlated
was
compared
other
(P
<
10−5)
relative
cortical
0.01).
Next,
generalizability
technique
by
applying
additional
syndromes:
central
post-stroke
pain,
auditory
aphasia.
each
syndrome,
heterogeneous
had
showed
significant
areas
previously
implicated
expression
10−4).
These
results
suggest
producing
share
involved
expression;
publically
available
human
data
these
approaches.
Because
current
no
imaging
may
prove
applicable
localizing
setting
lesions.
The
power
limited
reflect
dysfunction.
Boes
et
al.
present
novel
method
leverages
link
networks.
They
validate
four
syndromes,
expression.
Neurological Research and Practice,
Год журнала:
2020,
Номер
2(1)
Опубликована: Июнь 16, 2020
Abstract
Stroke
is
a
leading
cause
of
acquired,
permanent
disability
worldwide.
Although
the
treatment
acute
stroke
has
been
improved
considerably,
majority
patients
to
date
are
left
disabled
with
considerable
impact
on
functional
independence
and
quality
life.
As
absolute
number
survivors
likely
further
increase
due
demographic
changes
in
our
aging
societies,
new
strategies
needed
order
improve
neurorehabilitation.
The
most
critical
driver
recovery
post-stroke
neural
reorganization.
For
developing
novel,
neurobiologically
informed
promote
function,
an
understanding
mechanisms
enabling
plasticity
mandatory.
This
review
provides
comprehensive
survey
recent
developments
field
using
neuroimaging
non-invasive
brain
stimulation.
We
discuss
current
concepts
how
reorganizes
its
architecture
overcome
stroke-induced
deficits,
also
present
evidence
for
maladaptive
effects
interfering
recovery.
demonstrate
that
combination
neurostimulation
techniques
allows
better
can
be
modulated
reorganization
networks.
Finally,
neurotechnology-based
allowing
patient-tailored
interventions
achieve
enhanced
responses
discussed.
highlights
important
limitations
models,
finally
closes
possible
solutions
future
directions.