Brain-Computer Interface Based Engagement Feedback in Virtual Reality Rehabilitation: Promoting Motor Cortex Activation
Electronics,
Journal Year:
2025,
Volume and Issue:
14(5), P. 827 - 827
Published: Feb. 20, 2025
Maintaining
optimal
levels
of
engagement
during
rehabilitation
training
is
crucial
for
inducing
neuroplasticity
in
the
motor
cortex,
which
directly
influences
positive
outcomes.
In
this
research
article,
we
propose
a
virtual
reality
(VR)
system
that
incorporates
steady-state
visual
evoked
potential
(SSVEP)
paradigm
to
provide
feedback.
The
utilizes
flickering
target
and
cursor
detect
user’s
target-tracking
task.
Eighteen
healthy
participants
were
recruited
experience
three
experimental
conditions:
no
feedback
(NoF),
performance
(PF),
neurofeedback
(NF).
Our
results
reveal
significantly
greater
Mu
suppression
NF
condition
compared
other
conditions.
However,
significant
differences
observed
metrics,
such
as
tracking
error,
among
amount
between
PF
conditions
also
showed
substantial
difference.
These
findings
suggest
efficacy
our
SSVEP-based
stimulating
cortex
activity
rehabilitation.
Consequently,
conclude
neurofeedback,
based
on
attentional
state,
proves
be
more
effective
promoting
activation
facilitating
neuroplastic
changes.
This
highlights
integrating
VR
with
an
successful
training.
Language: Английский
Person-Centric Care for Alzheimer's Patients: A Multi-criteria Decision Support Framework for Activity Recognition
Studies in computational intelligence,
Journal Year:
2025,
Volume and Issue:
unknown, P. 311 - 333
Published: Jan. 1, 2025
Language: Английский
An Adaptive Brain-Computer Interface Game with Blink Controls and Cognitive State Monitoring
Published: March 18, 2025
Language: Английский
Neuralink’s brain-computer interfaces: medical innovations and ethical challenges
Frontiers in Human Dynamics,
Journal Year:
2025,
Volume and Issue:
7
Published: March 24, 2025
Neuralink’s
advancements
in
brain-computer
interface
(BCI)
technology
have
positioned
the
company
as
a
leader
this
emerging
field.
The
first
human
implant
2024,
followed
by
subsequent
developments
such
Blindsight
for
vision
restoration,
marks
significant
milestone
neurotechnology.
innovations,
including
miniaturized
devices
and
robotic
implantation
techniques,
promise
transformative
applications
individuals
with
neurological
conditions.
However,
these
raise
critical
clinical,
ethical,
regulatory
questions.
From
clinical
perspective,
BCIs
show
potential
addressing
severe
disabilities,
but
long-term
effects,
safety,
usability
of
remain
uncertain.
Ethical
concerns
focus
on
informed
consent,
patient
autonomy,
implications
integrating
into
identity.
bidirectional
nature
introduces
privacy
risks,
highlighting
need
stringent
oversight
to
safeguard
sensitive
neural
data.
Furthermore,
company’s
initial
lack
transparency,
delayed
trial
registration,
has
drawn
criticism
from
scientific
community
deviating
established
norms
research
ethics.
Regulatory
challenges
also
emerge
intersect
frameworks
governing
data
privacy,
medical
devices,
artificial
intelligence.
cohesive
legal
framework
neurotechnology
underscores
importance
developing
comprehensive
standards
balance
innovation
protection
fundamental
rights.
Finally,
philosophical
questions
about
identity
agency
arise
blur
boundaries
between
mind,
body,
technology.
As
BCI
advances,
it
is
imperative
community,
policymakers,
society
collaborate
opportunities
risks
posed
innovation.
Language: Английский
Integrating music therapy and video games in cognitive interventions: innovative applications of closed-loop EEG
Frontiers in Aging Neuroscience,
Journal Year:
2024,
Volume and Issue:
16
Published: Dec. 18, 2024
Cognitive
function
refers
to
the
mental
abilities
involved
in
acquiring,
manipulating,
and
applying
information,
including
but
not
limited
attention,
memory,
reasoning,
language,
spatial
executive
functions
(Ni
et
al.,
2022).
These
cognitive
can
deteriorate
with
age
or
due
certain
medical
conditions,
leading
symptoms
like
memory
loss,
slowed
thinking,
concentration
difficulties
(Unbehaun
2021).
impairment
often
serves
as
an
early
indicator
of
diseases
Alzheimer's
Parkinson's
disease
(PD)
(Litvan
2011).Therapeutic
interventions
video
games
(VGs)
music
therapy
(MT)
have
demonstrated
effectiveness
preventing
mitigating
decline
enhancing
function.
VGs,
known
for
their
engaging
action-oriented
nature,
foster
improvements
skills
through
social
participatory
elements
(Wiley
In
contrast,
MT
utilizes
stimulate
neuroplasticity,
thereby
(Fang
2017).
The
combination
VGs
provides
a
more
robust
therapeutic
intervention
than
either
approach
alone,
yielding
synergistic
effect
substantial
potential
(Martin-Moratinos
2023).
Music
(MVGs)
also
shown
promise
function.In
recent
years,
based
on
electroencephalography
(EEG)
gained
considerable
attention
psychology
neuroscience.
utilize
EEG
monitor
brain
activity,
assess
effects
training
(Rajakumar
Mohan,
2024),
guide
optimization
strategies
(Taya
2015).
Traditional
open-loop
systems
primarily
record
analyze
activity
lack
time
feedback
mechanism
(Jin
2024).
closed-loop
states
real
(Zhang
2023),
allowing
timely
adjustments
providing
personalized
practical
experience
(Dangi
2013).
As
result,
EEG-based
game
(MVGT)
shows
excellent
clinical
interventions.This
paper
summarizes
analyzes
methods
that
combine
application
assessing
effectiveness.
We
explore
analysis
techniques
present
our
perspective
developmental
trends
MVGT
interventions,
aiming
offer
valuable
insights
future
research.
Language: Английский