Frontiers in Neuroscience,
Journal Year:
2025,
Volume and Issue:
19
Published: Jan. 29, 2025
Classical
conditioning
is
a
fundamental
associative
learning
process
in
which
repeated
pairings
of
conditioned
stimulus
(CS)
with
an
unconditioned
(US)
lead
to
the
CS
eliciting
response
(CR).
Previous
research
has
identified
key
neural
regions
involved
processing
reward-predicting
cues
and
mediating
licking
behavior.
However,
mechanisms
that
sustain
high
rates
across
sessions
remain
elusive,
particularly
regarding
how
reward
expectation
represented
on
session-by-session
basis.
While
early
phases
classical
have
been
extensively
studied,
support
consistent
performance
over
time
unclear.
In
this
study,
we
sought
understand
cortical
regions,
posterior
parietal
cortex
(PPC),
contribute
maintaining
CR
sessions.
Using
core
complex
framework
derived
from
Integrated
Information
Theory
(IIT),
explored
dynamics
networks
during
performance.
Our
findings
suggest
while
traditional
functional
connectivity
(FC)
methods
struggled
capture
complexity
sustained
behavioral
engagement,
revealed
notably
PPC,
were
significantly
correlated
enhanced
This
work
suggests
potential
role
PPC
supporting
expectations
responses.
By
applying
investigate
substrates
behavior,
provide
novel
insights
into
interaction
conditioning,
offering
promising
directions
for
future
Trends in Neurosciences,
Journal Year:
2024,
Volume and Issue:
47(7), P. 551 - 568
Published: May 31, 2024
Disentangling
how
cognitive
functions
emerge
from
the
interplay
of
brain
dynamics
and
network
architecture
is
among
major
challenges
that
neuroscientists
face.
Pharmacological
pathological
perturbations
consciousness
provide
a
lens
to
investigate
these
complex
challenges.
Here,
we
review
recent
advances
about
brain's
functional
organisation
have
been
driven
by
common
denominator:
decomposing
function
into
fundamental
constituents
time,
space,
information.
Whereas
unconsciousness
increases
structure-function
coupling
across
scales,
psychedelics
may
decouple
structure.
Convergent
effects
also
emerge:
anaesthetics,
psychedelics,
disorders
can
exhibit
similar
reconfigurations
unimodal-transmodal
axis.
Decomposition
approaches
reveal
potential
translate
discoveries
species,
with
computational
modelling
providing
path
towards
mechanistic
integration.
Physics of Life Reviews,
Journal Year:
2025,
Volume and Issue:
52, P. 180 - 193
Published: Jan. 5, 2025
The
pursuit
of
artificial
consciousness
requires
conceptual
clarity
to
navigate
its
theoretical
and
empirical
challenges.
This
paper
introduces
a
composite,
multilevel,
multidimensional
model
as
heuristic
framework
guide
research
in
this
field.
Consciousness
is
treated
complex
phenomenon,
with
distinct
constituents
dimensions
that
can
be
operationalized
for
study
evaluating
their
replication.
We
argue
provides
balanced
approach
by
avoiding
binary
thinking
(e.g.,
conscious
vs.
non-conscious)
offering
structured
basis
testable
hypotheses.
To
illustrate
utility,
we
focus
on
"awareness"
case
study,
demonstrating
how
specific
pragmatically
analyzed
targeted
potential
instantiation.
By
breaking
down
the
intricacies
aligning
them
practical
goals,
lays
groundwork
robust
strategy
advance
scientific
technical
understanding
consciousness.
Frontiers in Neuroscience,
Journal Year:
2025,
Volume and Issue:
19
Published: Jan. 29, 2025
Classical
conditioning
is
a
fundamental
associative
learning
process
in
which
repeated
pairings
of
conditioned
stimulus
(CS)
with
an
unconditioned
(US)
lead
to
the
CS
eliciting
response
(CR).
Previous
research
has
identified
key
neural
regions
involved
processing
reward-predicting
cues
and
mediating
licking
behavior.
However,
mechanisms
that
sustain
high
rates
across
sessions
remain
elusive,
particularly
regarding
how
reward
expectation
represented
on
session-by-session
basis.
While
early
phases
classical
have
been
extensively
studied,
support
consistent
performance
over
time
unclear.
In
this
study,
we
sought
understand
cortical
regions,
posterior
parietal
cortex
(PPC),
contribute
maintaining
CR
sessions.
Using
core
complex
framework
derived
from
Integrated
Information
Theory
(IIT),
explored
dynamics
networks
during
performance.
Our
findings
suggest
while
traditional
functional
connectivity
(FC)
methods
struggled
capture
complexity
sustained
behavioral
engagement,
revealed
notably
PPC,
were
significantly
correlated
enhanced
This
work
suggests
potential
role
PPC
supporting
expectations
responses.
By
applying
investigate
substrates
behavior,
provide
novel
insights
into
interaction
conditioning,
offering
promising
directions
for
future