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.
Cold Spring Harbor Perspectives in Medicine,
Journal Year:
2012,
Volume and Issue:
2(12), P. a009621 - a009621
Published: Oct. 15, 2012
The
"basal
ganglia"
refers
to
a
group
of
subcortical
nuclei
responsible
primarily
for
motor
control,
as
well
other
roles
such
learning,
executive
functions
and
behaviors,
emotions.
Proposed
more
than
two
decades
ago,
the
classical
basal
ganglia
model
shows
how
information
flows
through
back
cortex
pathways
with
opposing
effects
proper
execution
movement.
Although
much
has
remained,
been
modified
amplified
emergence
new
data.
Furthermore,
parallel
circuits
subserve
engaging
associative
limbic
territories.
Disruption
network
forms
basis
several
movement
disorders.
This
article
provides
comprehensive
account
functional
anatomy
chemistry
major
pathophysiological
changes
underlying
disorders
We
try
answer
three
key
questions
related
ganglia,
follows:
What
are
ganglia?
they
made
of?
How
do
work?
Some
insight
on
canonical
is
provided,
together
selection
paradoxes
some
views
over
horizon
in
field.
Frontiers in Computational Neuroscience,
Journal Year:
2018,
Volume and Issue:
12
Published: Nov. 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.
Social Cognitive and Affective Neuroscience,
Journal Year:
2020,
Volume and Issue:
15(5), P. 599 - 613
Published: May 1, 2020
Abstract
The
basal
ganglia
(BG)
and
the
cerebellum
historically
have
been
relegated
to
a
functional
role
in
producing
or
modulating
motor
output.
Recent
research,
however,
has
emphasized
importance
of
these
subcortical
structures
multiple
domains,
including
affective
processes
such
as
emotion
recognition,
subjective
feeling
elicitation
reward
valuation.
pathways
through
thalamus
that
connect
BG
directly
each
other
with
extensive
regions
cortex
provide
structural
basis
for
their
combined
influence
on
limbic
function.
By
regulating
cortical
oscillations
guide
learning
strengthening
rewarded
behaviors
thought
patterns
achieve
desired
goal
state,
can
shape
way
an
individual
emotional
stimuli.
This
review
will
discuss
basic
structure
function
propose
updated
view
human
processing.
Frontiers in Aging Neuroscience,
Journal Year:
2021,
Volume and Issue:
13
Published: July 13, 2021
The
elderly
population
is
growing
worldwide,
with
important
health
and
socioeconomic
implications.
Clinical
experimental
studies
on
aging
have
uncovered
numerous
changes
in
the
brain,
such
as
decreased
neurogenesis,
increased
synaptic
defects,
greater
metabolic
stress,
enhanced
inflammation.
These
are
associated
cognitive
decline
neurobehavioral
deficits.
Although
not
a
disease,
it
significant
risk
factor
for
functional
worsening,
affective
impairment,
disease
exaggeration,
dementia,
general
susceptibility.
Conversely,
life
events
related
to
mental
stress
trauma
can
also
lead
accelerated
age-associated
disorders
dementia.
Here,
we
review
human
mice
rats,
those
modeling
neurodegenerative
diseases,
that
helped
elucidate
(1)
dynamics
mechanisms
underlying
biological
pathological
of
main
projecting
systems
brain
(glutamatergic,
cholinergic,
dopaminergic)
(2)
effect
defective
glutamatergic,
dopaminergic
projection
disabilities
disorders,
Alzheimer’s
Parkinson’s
diseases.
Detailed
knowledge
age-related
diseases
be
an
element
development
effective
ways
treatment.
In
this
context,
briefly
analyze
which
adverse
glutaminergic
could
targeted
by
therapeutic
strategies
developed
result
our
better
understanding
these
damaging
mechanisms.
Science Advances,
Journal Year:
2022,
Volume and Issue:
8(8)
Published: Feb. 25, 2022
The
acquisition
and
execution
of
motor
skills
are
mediated
by
a
distributed
network,
spanning
cortical
subcortical
brain
areas.
sensorimotor
striatum
is
an
important
cog
in
this
yet
the
roles
its
two
main
inputs,
from
cortex
thalamus,
remain
largely
unknown.
To
address
this,
we
silenced
inputs
rats
trained
on
task
that
results
highly
stereotyped
idiosyncratic
movement
patterns.
While
striatal-projecting
neurons
were
critical
for
learning
these
skills,
silencing
pathway
after
had
no
effect
performance.
In
contrast,
thalamus
disrupted
learned
causing
to
revert
species-typical
pressing
behaviors
preventing
them
relearning
task.
These
show
distinct
suggest
their
interaction
underlies
experience-dependent
changes
circuits.
International Journal of Molecular Sciences,
Journal Year:
2023,
Volume and Issue:
24(16), P. 13021 - 13021
Published: Aug. 21, 2023
Huntington’s
disease
(HD)
is
a
debilitating
neurodegenerative
genetic
disorder
caused
by
an
expanded
polyglutamine-coding
(CAG)
trinucleotide
repeat
in
the
huntingtin
(HTT)
gene.
HD
behaves
as
highly
penetrant
dominant
likely
acting
through
toxic
gain
of
function
mutant
protein.
Widespread
cellular
degeneration
medium
spiny
neurons
caudate
nucleus
and
putamen
are
responsible
for
onset
symptomology
that
encompasses
motor,
cognitive,
behavioural
abnormalities.
Over
past
150
years
research
since
George
Huntington
published
his
description,
plethora
pathogenic
mechanisms
have
been
proposed
with
key
themes
including
excitotoxicity,
dopaminergic
imbalance,
mitochondrial
dysfunction,
metabolic
defects,
disruption
proteostasis,
transcriptional
dysregulation,
neuroinflammation.
Despite
identification
characterisation
causative
gene
mutation
significant
advances
our
understanding
pathology
recent
years,
disease-modifying
intervention
has
not
yet
clinically
approved.
This
review
includes
overview
disease,
from
its
aetiology
to
clinical
presentation
manifestation.
An
updated
view
molecular
latest
therapeutic
developments
will
also
be
discussed.
Cells,
Journal Year:
2024,
Volume and Issue:
13(4), P. 296 - 296
Published: Feb. 6, 2024
Parkinson’s
disease
(PD)
is
a
common
movement
disorder
associated
with
the
degeneration
of
dopaminergic
neurons
in
substantia
nigra
pars
compacta.
Mutations
PD-associated
gene
PARK7
alter
structure
and
function
encoded
protein
DJ-1,
resulting
autosomal
recessively
inherited
increases
risk
developing
PD.
DJ-1
was
first
discovered
1997
as
an
oncogene
early-onset
PD
2003.
account
for
approximately
1%
all
occurrences,
functions
have
been
studied
extensively.
In
healthy
subjects,
acts
antioxidant
oxidative
stress
sensor
several
neuroprotective
mechanisms.
It
also
involved
mitochondrial
homeostasis,
regulation
apoptosis,
chaperone-mediated
autophagy
(CMA),
dopamine
homeostasis
by
regulating
various
signaling
pathways,
transcription
factors,
molecular
chaperone
functions.
While
protects
against
damaging
reactive
oxygen
species,
neurotoxins,
mutant
α-synuclein,
mutations
may
lead
to
inefficient
neuroprotection
progression
As
current
therapies
treat
only
symptoms
PD,
development
that
directly
inhibit
stress-induced
neuronal
cell
death
critical.
has
proposed
potential
therapeutic
target,
while
oxidized
could
operate
biomarker
this
paper,
we
review
role
pathogenesis
highlighting
some
its
key
consequences
dysfunction.
Acta Psychiatrica Scandinavica,
Journal Year:
2017,
Volume and Issue:
136(6), P. 648 - 657
Published: Sept. 21, 2017
It
has
been
proposed
that
the
thalamocortical
system
is
an
important
site
of
action
hallucinogenic
drugs
and
essential
component
neural
correlates
consciousness.
Hallucinogenic
such
as
LSD
can
be
used
to
induce
profoundly
altered
states
consciousness,
it
thus
interest
test
effects
these
on
this
system.100
μg
was
administrated
orally
20
healthy
participants
prior
fMRI
assessment.
Whole
brain
thalamic
functional
connectivity
measured
using
ROI-to-ROI
ROI-to-voxel
approaches.
Correlation
analyses
were
explore
relationships
between
regions
involved
in
auditory
visual
hallucinations
subjective
ratings
drug
effects.LSD
caused
significant
alterations
all
dimensions
5D-ASC
scale
significantly
increased
various
cortical
regions.
Furthermore,
LSD-induced
measures
thalamus
right
fusiform
gyrus
insula
correlated
with
effects.Hallucinogenic
might
provoked
by
facilitations
excitability
via
interactions.
Our
findings
have
implications
for
understanding
mechanism
provide
further
insight
into
role
5-HT2A
-receptor