Science Advances,
Journal Year:
2024,
Volume and Issue:
10(49)
Published: Dec. 6, 2024
How
information
is
integrated
across
different
forms
of
learning
crucial
to
understanding
higher
cognitive
functions.
Animals
form
classic
or
operant
associations
between
cues
and
their
outcomes.
It
believed
that
a
prerequisite
for
conditioning
the
formation
classical
association.
Thus,
both
memories
coexist
are
additive.
However,
two
can
result
in
opposing
behavioral
responses,
which
be
disadvantageous.
We
show
Drosophila
olfactory
rely
on
distinct
neuronal
pathways
leading
responses.
Plasticity
cannot
formed
simultaneously.
If
plasticity
occurs
at
pathways,
interference
them
disrupted.
Activity
navigation
center
required
prevent
pathway
enable
it
pathway.
These
findings
fundamentally
challenge
hierarchical
views
active
processes
coexistence
memories.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2020,
Volume and Issue:
unknown
Published: April 5, 2020
Abstract
Orienting
behaviors
provide
a
continuous
stream
of
information
about
an
organism’s
sensory
experiences
and
plans.
Thus,
to
study
the
links
between
sensation
action,
it
is
useful
identify
neurons
in
brain
that
control
orienting
behaviors.
Here
we
describe
descending
Drosophila
predict
influence
orientation
(heading)
during
walking.
We
show
these
cells
have
specialized
functions:
whereas
one
cell
type
predicts
sustained
low-gain
steering,
other
transient
high-gain
steering.
These
latter
integrate
internally-directed
steering
signals
from
head
direction
system
with
stimulus-directed
multimodal
pathways.
The
inputs
are
organized
produce
“see-saw”
commands,
so
increasing
output
hemisphere
accompanied
by
decreasing
hemisphere.
Together,
our
results
internal
external
drives
integrated
motor
commands
different
timescales,
for
flexible
precise
space.
Orienting
behaviors
provide
a
continuous
stream
of
information
about
an
organism’s
sensory
experiences
and
plans.
Thus,
to
study
the
links
between
sensation
action,
it
is
useful
identify
neurons
in
brain
that
control
orienting
behaviors.
Here
we
describe
descending
Drosophila
predict
influence
orientation
(heading)
during
walking.
We
show
these
cells
have
specialized
functions:
whereas
one
cell
type
predicts
sustained
low-gain
steering,
other
transient
high-gain
steering.
These
latter
integrate
internally-directed
steering
signals
from
head
direction
system
with
stimulus-directed
multimodal
pathways.
The
inputs
are
organized
produce
“see-saw”
commands,
so
increasing
output
hemisphere
accompanied
by
decreasing
hemisphere.
Together,
our
results
internal
external
drives
integrated
motor
commands
different
timescales,
for
flexible
precise
space.
Vision Research,
Journal Year:
2025,
Volume and Issue:
227, P. 108537 - 108537
Published: Jan. 4, 2025
The
traditional
understanding
of
brain
function
has
predominantly
focused
on
chemical
and
electrical
processes.However,
new
research
in
fruit
fly
(Drosophila)
binocular
vision
reveals
ultrafast
photomechanical
photoreceptor
movements
significantly
enhance
information
processing,
thereby
impacting
a
fly's
perception
its
environment
behaviour.The
coding
advantages
resulting
from
these
mechanical
processes
suggest
that
similar
physical
motion-based
strategies
may
affect
neural
communication
ubiquitously.The
theory
morphodynamics
proposes
rapid
biomechanical
microstructural
changes
at
the
level
neurons
synapses
speed
efficiency
sensory
intrinsic
thoughts,
actions
by
regulating
phasic
manner.We
propose
morphodynamic
processing
evolved
to
drive
predictive
coding,
synchronising
cognitive
across
networks
match
behavioural
demands
hand
effectively.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: July 2, 2024
Abstract
Locomotion
steering
control
enables
animals
to
pursue
targets,
evade
threats,
avoid
obstacles,
and
explore
their
environment.
Steering
commands
are
generated
in
the
brain
communicated
via
descending
neurons
leg
or
wing
motor
circuits.
The
diversity
of
ways
which
turns
triggered
executed
has
led
view
that
might
rely
on
distributed
neural
processing
across
multiple
Here,
however,
we
present
evidence
for
a
central
circuit
Drosophila
is
used
both
goal-directed
exploratory
capable
eliciting
ranging
from
subtle
course
corrections
rapid
saccades.
organized
hierarchy,
top
layer
comprises
reciprocally
connected
DNa03
LAL013
neurons.
Our
data
suggest
initiated
by
reinforced
stabilized
through
winner-take-all
mechanism
involving
LAL013.
DNa11
form
an
intermediate
layer.
They
receive
input
target
circuits
directly
as
well
indirectly
subordinate
activation
coordinately
changes
stepping
directions
all
six
legs
generate
saccadic
turns.
Together,
these
define
flexibly
fly
exploits
explores
its
Science Advances,
Journal Year:
2024,
Volume and Issue:
10(29)
Published: July 19, 2024
The
brain
may
have
evolved
a
modular
architecture
for
daily
tasks,
with
circuits
featuring
functionally
specialized
modules
that
match
the
task
structure.
We
hypothesize
this
enables
better
learning
and
generalization
than
architectures
less
modules.
To
test
this,
we
trained
reinforcement
agents
various
neural
on
naturalistic
navigation
task.
found
agent,
an
segregates
computations
of
state
representation,
value,
action
into
modules,
achieved
generalization.
Its
learned
representation
combines
prediction
observation,
weighted
by
their
relative
uncertainty,
akin
to
recursive
Bayesian
estimation.
This
agent’s
behavior
also
resembles
macaques’
more
closely.
Our
results
shed
light
possible
rationale
brain’s
modularity
suggest
artificial
systems
can
use
insight
from
neuroscience
improve
in
natural
tasks.
Current Biology,
Journal Year:
2025,
Volume and Issue:
35(3), P. R110 - R124
Published: Feb. 1, 2025
Unlike
any
other
group
of
animals,
all
ant
species
are
social:
individual
ants
share
the
food
they
gather
with
their
nestmates
and
as
a
consequence
must
repeatedly
leave
nest
to
find
then
return
home
it.
These
back-and-forth
foraging
trips
have
been
studied
for
about
century
much
our
growing
understanding
strategies
underlying
animal
navigation
has
come
from
these
studies.
One
important
strategy
that
use
keep
track
where
on
trip
is
'path
integration',
in
which
continuously
update
'home
vector'
gives
estimated
distance
direction
nest.
As
path
integration
accumulates
errors,
it
cannot
be
relied
bring
precisely
home:
such
precision
accomplished
by
using
views
acquired
before
start
foraging.
Further
learning
scaffolded
vectors
or
remembered
vectors,
guide
route
help
useful
experienced
way.
Many
rely
olfaction
well
vision
guidance
full
details
paths
revealed
how
mix
innate
learnt
multisensory
cues.
Wood
ants,
we
focus
this
review,
take
an
oscillating
along
pheromone
trail
sample
odours,
but
acquire
visual
information
only
at
peaks
troughs
oscillations.
To
provide
working
model
neural
basis
multimodal
navigational
outline
anatomy
functioning
major
central
brain
areas
circuits
-
complex,
mushroom
bodies
lateral
accessory
lobes
involved
coordination
behaviour
olfactory
patterns.
Because
brains
not
yet
well-studied,
work
done
notably,
Drosophila,
silkworm
moths
bees
derive
plausible
circuitry
can
deliver
ants'
strategies.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 16, 2025
Odors
serve
as
essential
cues
for
navigation.
Although
tracking
an
odor
plume
has
been
modeled
a
reflexive
process,
it
remains
unclear
whether
animals
can
use
memories
of
their
past
encounters
to
infer
the
spatial
structure
chemical
environment
or
location
within
it.
Here
we
developed
virtual-reality
olfactory
paradigm
that
allows
head-fixed
Drosophila
navigate
structured
landscapes,
offering
insight
into
how
memory
mechanisms
shape
navigational
strategies.
We
found
flies
track
appetitive
corridor
by
following
its
boundary,
alternating
between
rapid
counterturns
exit
and
directed
returns
edge.
Using
combination
behavioral
modeling,
functional
calcium
imaging,
neural
perturbations,
demonstrate
this
'edge-tracking'
strategy
relies
on
vector-based
computations
central
complex
in
which
store
dynamically
update
direction
return
them
plume's
boundary.
Consistent
with
this,
find
FC2
neurons
fan-shaped
body,
encode
fly's
goal,
signal
back
boundary
when
are
outside
plume.
Together,
our
studies
suggest
leverage
dynamic
landmark
guide
navigation,
analogous
memory-based
strategies
other
insects
long-distance
migration
homing
nests.
Plume
thus
uses
components
conserved
toolkit,
enabling
through
shifting
landscape.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 26, 2025
Uncertainty
is
a
fundamental
aspect
of
the
natural
environment,
requiring
brain
to
infer
and
integrate
noisy
signals
guide
behavior
effectively.
Sampling-based
inference
has
been
proposed
as
mechanism
for
dealing
with
uncertainty,
particularly
in
early
sensory
processing.
However,
it
unclear
how
reconcile
sampling-based
methods
operational
principles
higher-order
areas,
such
attractor
dynamics
persistent
neural
representations.
In
this
study,
we
present
spiking
network
model
head-direction
(HD)
system
that
combines
dynamics.
To
achieve
this,
derive
required
interactions
perform
sampling
from
large
family
probability
distributions-including
variables
encoded
Poisson
noise.
We
then
propose
method
allows
update
its
estimate
current
head
direction
by
integrating
angular
velocity
samples-derived
inputs-with
pull
towards
circular
manifold,
thereby
maintaining
consistent
This
makes
specific,
testable
predictions
about
HD
can
be
examined
future
neurophysiological
experiments:
predicts
correlated
subthreshold
voltage
fluctuations;
distinctive
short-
long-term
firing
correlations
among
neurons;
characteristic
statistics
movement
activity
"bump"
representing
direction.
Overall,
our
approach
extends
previous
theories
on
probabilistic
neurons,
offers
novel
perspective
computations
responsible
orientation
navigation,
supports
hypothesis
combined
provide
viable
framework
studying
across
brain.