Patterns,
Journal Year:
2023,
Volume and Issue:
4(8), P. 100789 - 100789
Published: July 6, 2023
Spiking
neural
networks
(SNNs)
serve
as
a
promising
computational
framework
for
integrating
insights
from
the
brain
into
artificial
intelligence
(AI).
Existing
software
infrastructures
based
on
SNNs
exclusively
support
simulation
or
brain-inspired
AI,
but
not
both
simultaneously.
To
decode
nature
of
biological
and
create
we
present
cognitive
engine
(BrainCog).
This
SNN-based
platform
provides
essential
infrastructure
developing
AI
simulation.
BrainCog
integrates
different
neurons,
encoding
strategies,
learning
rules,
areas,
hardware-software
co-design
components.
Leveraging
these
user-friendly
components,
incorporates
various
functions,
including
perception
learning,
decision-making,
knowledge
representation
reasoning,
motor
control,
social
cognition,
structure
function
simulations
across
multiple
scales.
BORN
is
an
developed
by
BrainCog,
showcasing
seamless
integration
BrainCog's
components
functions
to
build
advanced
models
applications.
Neuropsychologia,
Journal Year:
2017,
Volume and Issue:
108, P. 117 - 134
Published: Dec. 2, 2017
The
ability
to
stop
actions
and
thoughts
is
essential
for
goal-directed
behaviour.
Neuroimaging
research
has
revealed
that
stopping
engage
similar
cortical
mechanisms,
including
the
ventro-
dorso-lateral
prefrontal
cortex.
However,
whether
how
these
abilities
require
subcortical
mechanisms
remains
unexplored.
Specifically
of
interest
are
basal
ganglia,
structures
long-known
their
motor
functions,
but
less
so
role
in
cognition.
To
investigate
potential
common
ganglia
underlying
action
thought
stopping,
we
conducted
meta-analyses
using
fMRI
data
from
Go/No-Go,
Stop-signal,
Think/No-Think
tasks.
All
three
tasks
active
prepotent
or
thoughts.
localise
activations,
performed
high-resolution
manual
segmentations
striatal
subregions.
We
found
all
recovered
clusters
although
specific
localisation
differed.
Although
Go/No-Go
Stop-signal
often
interchangeably
used
measuring
cluster
locations
did
not
significantly
overlap.
These
different
localised
suggest
may
recruit
distinct
processes,
therefore
should
be
treated
equivalently.
More
importantly,
task
largely
co-localised
with
task,
possibly
indicating
share
a
circuitry
involved
cancellation
unwanted
actions.
greater
similarity
Stop-Signal
rather
than
also
was
echoed
at
level,
which
highly
overlapping
right
lateralized
set
regions
anterior
DLPFC,
VLPFC,
Pre-SMA
ACC.
Overall,
provide
novel
evidence
suggesting
only
critical
they
subprocesses
can
engaged
by
domains.
findings
raise
possibility
part
supramodal
network
responsible
processes
more
broadly.
Brain,
Journal Year:
2019,
Volume and Issue:
143(1), P. 175 - 190
Published: Dec. 13, 2019
Abstract
Focal
to
bilateral
tonic-clonic
seizures
are
associated
with
lower
quality
of
life,
higher
risk
seizure-related
injuries,
increased
chance
sudden
unexpected
death,
and
unfavourable
treatment
outcomes.
Achieving
greater
understanding
their
underlying
circuitry
offers
better
opportunity
control
these
seizures.
Towards
this
goal,
we
provide
a
network
science
perspective
the
interactive
pathways
among
basal
ganglia,
thalamus
cortex,
explore
imprinting
secondary
seizure
generalization
on
mesoscale
brain
in
temporal
lobe
epilepsy.
Specifically,
parameterized
functional
organization
both
thalamocortical
ganglia–thalamus
resting
state
MRI
three
groups
patients
different
focal
histories.
Using
participation
coefficient
describe
pattern
connections
cortical
networks,
showed
that,
compared
no
previous
history,
those
positive
histories
seizures,
including
remote
(none
for
>1
year)
current
(within
past
histories,
presented
more
uniform
distribution
patterns
ipsilateral
medial-dorsal
thalamic
nuclei.
As
sign
thalamus-mediated
cortico-cortical
communication,
result
comports
susceptibility
from
epileptogenic
broader
networks
patients.
interregional
integration
characterize
interaction
between
ganglia
thalamus,
demonstrated
that
history
putamen
globus
pallidus
internus,
decreased
latter
other
two
patient
groups.
Importantly,
through
series
‘disconnection’
simulations,
changes
profiles
group
mainly
depended
upon
direct
but
not
indirect
pathway.
It
is
intuitively
plausible
such
disruption
striatum-modulated
tonic
inhibition
internus
could
lead
an
under-suppressed
which
turn
may
account
vulnerability
generalization.
Collectively,
findings
suggest
broken
balance
synchronization
can
inform
presence
effective
The
mechanistic
underpinnings
uncover
shed
light
development
new
strategies
Developmental Cognitive Neuroscience,
Journal Year:
2018,
Volume and Issue:
37, P. 100572 - 100572
Published: June 14, 2018
We
appreciate
that
our
colleagues,
Hillman
et
al.
(2018),
would
like
to
conclude
aerobic
exercise
improves
executive
functions
(EFs).We,
too,
that.However,
the
facts
thus
far
indicate
interventions
(with
greater
or
lesser
cognitive
and
motor
skill
demands),
resistance
training,
yoga
have
produced
weakest
results
for
improving
EFs
of
any
method
tried.We
refer
evidence
briefly
below
discuss
how
physical
activity
(in
ways
researchers
largely
ignored)
may
indeed
help
improve
EFs.All
this
is
discussed
in
depth
Diamond
Ling
press),
which
systematically
reviews
179
studies
reported
across
193
papers.We
mention
three
important
caveats:
First,
"weakest"
does
not
mean
"no"
evidence;
44%
aerobic-exercise
25%
resistance-training
found
at
least
suggestive
EF
benefits.Thus,
some
demonstrated
benefits
from
these
activities.Compare
that,
however,
79%
Cogmed
®
100%
taekwondo,
t'ai
chi,
Chinese
mind-body
practices,
Quadrato
training
(which
can
all
be
considered
mindfulness
practices
involving
movement)
finding
(see
Table
1
below).Second,
focus
exclusively
on
outcomes.We
are
saying
has
shown
weak
domains;
we
specifically
EFs.Ours
was
never
meant
a
review
whole
exercise-cognition
literature
nor
fitness,
health,
neural
exercise.Third,
benefit
EFs.There
reasons
think
it
does.We
used
try
prove
generally
met
with
disappointing
results.As
scientists
need
set
record
straight.We
show
almost
many
criticisms
leveled
by
(
2018)
summary
presented
(2016)
wholly
incorrect
best
misguided.It
advance
science
mischaracterize
what
said.We
acknowledge,
two
well-taken;
apologize
those
errors.Correcting
errors,
though,
change
conclusions.
The
overwhelming
preponderance
been
successful
EFsDiamond
part
special
issue
presenting
invited
addresses
Flux
International
Society
Integrative
Developmental
Cognitive
Neuroscience
Meeting
2014.Both
paper,
address
based,
were
explicitly
brief
initial
findings
systematic
press).Diamond
press)
an
especially
comprehensive
extensive
interventions,
programs,
approaches
tried
EFs:
"Previous
focused
large
EFs,
often
concentrating
only
children
adults.This
looks
different
methods
(including
exercise,
but
also
other
approaches)
ages
(not
elderly)"
(Diamond
Ling,
To
locate
review,
"we
searched
PubMed
PsycNET
publications
had
keyword,
word
title
abstract,
both
following
sets
(Set
1:
evaluate,
evaluation,
intervention,
program,
randomized
control
trial,
train,
training;
Set
2:
attention
(apart
Attention
Deficit
Hyperactivity
Disorder
[ADHD]),
control,
flexibility,
EF,
inhibition,
inhibitory
fluid
intelligence,
mental
reasoning,
self-control,
self-regulation,
shifting,
task
switching,
WM)"
press).Initially
search
limited
papers
published
2014.(That
did
pick
up
papers,
such
as
seminal
one
Kramer
(1999),
since
none
terms
its
title,
"Ageing,
fitness
neurocognitive
function,"
no
abstract
keyword
list,
where
included
might
appeared.)Publication
expected
early
2016.When
delayed
time
(a)
investigate
references
cited
criteria
still
more
meeting
11
inclusion
(hence
Frontiers in Pharmacology,
Journal Year:
2020,
Volume and Issue:
11
Published: Dec. 15, 2020
The
phytocannabinoids
of
Cannabis
sativa
L.
have,
since
ancient
times,
been
proposed
as
a
pharmacological
alternative
for
treating
various
central
nervous
system
(CNS)
disorders.
Interestingly,
cannabinoid
receptors
(CBRs)
are
highly
expressed
in
the
basal
ganglia
(BG)
circuit
both
animals
and
humans.
BG
subcortical
structures
that
regulate
initiation,
execution,
orientation
movement.
CBRs
dopaminergic
transmission
nigro-striatal
pathway
and,
thus,
also.
functioning
is
affected
pathologies
related
to
movement
disorders,
especially
those
occurring
Parkinson's
disease
(PD),
which
produces
motor
non-motor
symptoms
involving
GABAergic,
glutamatergic,
neural
networks.
To
date,
most
effective
medication
PD
levodopa
(l-DOPA);
however,
long-term
treatment
causes
type
dyskinesias,
l-DOPA-induced
dyskinesias
(LIDs).
With
neuromodulation
offering
novel
strategy
patients,
research
has
focused
on
endocannabinoid
(ECS),
it
participates
physiological
order
control
have
shown
inhibit
neurotransmitter
release,
while
endocannabinoids
(eCBs)
play
key
role
synaptic
regulation
BG.
In
past
decade,
cannabidiol
(CBD),
non-psychotropic
phytocannabinoid,
compensatory
effects
ECS
neuromodulator
neuroprotector
models
such
6-hydroxydopamine
(6-OHDA),
1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine
(MPTP),
reserpine,
well
other
models.
Although
CBD-induced
neuroprotection
observed
animal
attributed
activation
CB1
receptor,
recent
conducted
at
molecular
level
CBD
capable
activating
receptors,
CB2
TRPV-1
neurons
pathway.
These
findings
open
new
lines
scientific
inquiry
into
communication.
Cannabidiol
activates
PPARγ,
GPR55,
GPR3,
GPR6,
GPR12,
GPR18
causing
variety
biochemical,
molecular,
behavioral
due
broad
range
CNS.
Given
low
number
alternatives
currently
available,
search
molecules
with
therapeutic
potential
improve
neuronal
communication
crucial.
Therefore,
investigation
mechanisms
involved
its
function
required
ascertain
whether
receptor
could
be
LID.
Frontiers in Genetics,
Journal Year:
2017,
Volume and Issue:
8
Published: June 13, 2017
Parkinson's
disease
(PD)
is
a
neurodegenerative
disorder
with
symptoms
that
progressively
worsen
age.
Pathologically,
PD
characterized
by
the
aggregation
of
α-synuclein
in
cells
substantia
nigra
brain
and
loss
dopaminergic
neurons.
This
pathology
associated
impaired
movement
reduced
cognitive
function.
The
etiology
can
be
attributed
to
combination
environmental
genetic
factors.
A
popular
animal
model,
nematode
roundworm
Caenorhabditis
elegans,
has
been
frequently
used
study
role
factors
molecular
behavioral
phenotypes
PD.
current
review
summarizes
cellular
markers
transgenic
toxin-induced
models
C.
elegans.
PLoS Computational Biology,
Journal Year:
2019,
Volume and Issue:
15(6), P. e1006908 - e1006908
Published: June 27, 2019
Supported
by
recent
computational
studies,
there
is
increasing
evidence
that
a
wide
range
of
neuronal
responses
can
be
understood
as
an
emergent
property
nonnegative
sparse
coding
(NSC),
efficient
population
scheme
based
on
dimensionality
reduction
and
sparsity
constraints.
We
review
NSC
might
employed
sensory
areas
to
efficiently
encode
external
stimulus
spaces,
some
associative
conjunctively
represent
multiple
behaviorally
relevant
variables,
possibly
the
basal
ganglia
coordinate
movement.
In
addition,
provide
useful
theoretical
framework
under
which
understand
often
complex
nonintuitive
response
properties
neurons
in
other
brain
areas.
Although
not
apply
all
(for
example,
motor
or
executive
function
areas)
success
NSC-based
models,
especially
areas,
warrants
further
investigation
for
neural
correlates
regions.
PLoS Genetics,
Journal Year:
2019,
Volume and Issue:
15(2), P. e1007951 - e1007951
Published: Feb. 1, 2019
Mendelian
randomization
(MR)
has
been
used
to
estimate
the
causal
effect
of
body
mass
index
(BMI)
on
particular
traits
thought
be
affected
by
BMI.
However,
BMI
may
also
a
modifiable,
risk
factor
for
outcomes
where
there
is
no
prior
reason
suggest
that
exists.
We
performed
MR
phenome-wide
association
study
(MR-pheWAS)
search
effects
in
UK
Biobank
(n
=
334
968),
using
PHESANT
open-source
phenome
scan
tool.
A
subset
identified
associations
were
followed
up
with
formal
two-stage
instrumental
variable
analysis
Biobank,
these
phenotypes.
Of
22
922
tests
performed,
our
MR-pheWAS
587
below
stringent
P
value
threshold
corresponding
5%
estimated
false
discovery
rate.
These
included
many
previously
effects,
instance,
an
adverse
higher
diabetes
and
hypertension.
several
novel
including
protective
set
psychosocial
traits,
initially
preliminary
circa
115,000
participants
replicated
different
223,000
participants.
Our
comprehensive
potential
large
diverse
This
both
such
as
feelings
nervousness.
American Journal of Psychiatry,
Journal Year:
2020,
Volume and Issue:
178(1), P. 48 - 64
Published: June 16, 2020
Pediatric
obsessive-compulsive
disorder
(OCD)
sometimes
appears
rapidly,
even
overnight,
often
after
an
infection.
autoimmune
neuropsychiatric
disorders
associated
with
streptococcal
infections,
or
PANDAS,
describes
such
a
situation
infection
Streptococcus
pyogenes.
PANDAS
may
result
from
induced
autoimmunity
against
brain
antigens,
although
this
remains
unproven.
Pilot
work
suggests
that
IgG
antibodies
children
bind
to
cholinergic
interneurons
(CINs)
in
the
striatum.
CIN
deficiency
has
been
independently
tics
humans
and
repetitive
behavioral
pathology
mice,
making
it
plausible
locus
of
pathology.
The
authors
sought
replicate
extend
earlier
investigate
cellular
effects
on
interneurons.Binding
specific
neurons
human
mouse
slices
was
evaluated
ex
vivo
incubation
serum
27
rigorously
characterized
both
at
baseline
intravenous
immunoglobulin
(IVIG)
treatment,
23
matched
control
subjects.
Binding
correlated
symptom
measures.
Neural
activity
assessed
using
molecular
markers
electrophysiological
recording.IgG
bound
CINs,
but
not
several
other
neuron
types,
more
than
subjects,
three
independent
cohorts
patients.
Post-IVIG
had
reduced
binding
reduction
improvement.
Baseline
sera
decreased
striatal
parvalbumin-expressing
GABAergic
interneurons,
altered
their
responses,
acute
slices.
IgG-depleted
did
alter
CINs.These
findings
provide
strong
evidence
for
CINs
as
critical
target
contribute
pathophysiology
rapid-onset
OCD
symptoms,
perhaps
conditions.
Scientific Reports,
Journal Year:
2021,
Volume and Issue:
11(1)
Published: March 17, 2021
Abstract
Deep
brain
nuclei
are
integral
components
of
large-scale
circuits
mediating
important
cognitive
and
sensorimotor
functions.
However,
because
they
fall
outside
the
domain
conventional
non-invasive
neuromodulatory
techniques,
their
study
has
been
primarily
based
on
neuropsychological
models,
limiting
ability
to
fully
characterize
role
develop
interventions
in
cases
where
damaged.
To
address
this
gap,
we
used
emerging
technology
low-intensity
focused
ultrasound
(LIFU)
directly
modulate
left
lateralized
basal
ganglia
structures
healthy
volunteers.
During
sonication,
observed
local
distal
decreases
blood
oxygenation
level
dependent
(BOLD)
signal
targeted
globus
pallidus
(GP)
cortical
networks.
We
also
a
generalized
decrease
relative
perfusion
throughout
cerebrum
following
sonication.
These
results
show,
for
first
time
using
functional
MRI
data,
deep-brain
LIFU
while
measuring
its
global
consequences,
opening
door
future
applications
subcortical
LIFU.