PLoS Computational Biology,
Год журнала:
2021,
Номер
17(5), С. e1008965 - e1008965
Опубликована: Май 20, 2021
The
visual
system
must
make
predictions
to
compensate
for
inherent
delays
in
its
processing.
Yet
little
is
known,
mechanistically,
about
how
prediction
aids
natural
behaviors.
Here,
we
show
that
despite
a
20-30ms
intrinsic
processing
delay,
the
vertical
motion
sensitive
(VS)
network
of
blowfly
achieves
maximally
efficient
prediction.
This
enables
fly
fine-tune
complex,
yet
brief,
evasive
flight
maneuvers
according
initial
ego-rotation
at
time
detection
threat.
Combining
rich
database
behavioral
recordings
with
detailed
compartmental
modeling
VS
network,
further
has
axonal
gap
junctions
are
critical
optimal
During
maneuvers,
subpopulation
directly
innervates
neck
motor
center
can
convey
predictive
information
fly’s
future
ego-rotation,
potentially
crucial
ongoing
control.
These
results
suggest
novel
sensory-motor
pathway
links
sensory
behavior.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Март 17, 2024
Abstract
Animals
are
often
bombarded
with
visual
information
and
must
prioritize
specific
features
based
on
their
current
needs.
The
neuronal
circuits
that
detect
relay
have
been
well-studied.
Yet,
much
less
is
known
about
how
an
animal
adjusts
its
attention
as
goals
or
environmental
conditions
change.
During
social
behaviors,
flies
need
to
focus
nearby
flies.
Here,
we
study
the
flow
of
altered
when
female
Drosophila
enter
aggressive
state.
From
connectome,
identified
three
state-dependent
circuit
motifs
poised
selectively
amplify
response
fly-sized
objects:
convergence
excitatory
inputs
from
neurons
conveying
select
internal
state;
dendritic
disinhibition
feature
detectors;
a
switch
toggles
between
two
detectors.
Using
cell-type-specific
genetic
tools,
together
behavioral
neurophysiological
analyses,
show
each
these
function
during
aggression.
We
reveal
this
same
operate
in
males
courtship
pursuit,
suggesting
disparate
behaviors
may
share
mechanisms.
Our
work
provides
compelling
example
using
connectome
infer
mechanisms
underlie
dynamic
processing
sensory
signals.
Nature,
Год журнала:
2024,
Номер
629(8014), С. 1100 - 1108
Опубликована: Май 22, 2024
Abstract
The
rich
variety
of
behaviours
observed
in
animals
arises
through
the
interplay
between
sensory
processing
and
motor
control.
To
understand
these
sensorimotor
transformations,
it
is
useful
to
build
models
that
predict
not
only
neural
responses
input
1–5
but
also
how
each
neuron
causally
contributes
behaviour
6,7
.
Here
we
demonstrate
a
novel
modelling
approach
identify
one-to-one
mapping
internal
units
deep
network
real
neurons
by
predicting
behavioural
changes
arise
from
systematic
perturbations
more
than
dozen
neuronal
cell
types.
A
key
ingredient
introduce
‘knockout
training’,
which
involves
perturbing
during
training
match
experiments.
We
apply
this
model
transformations
Drosophila
melanogaster
males
complex,
visually
guided
social
8–11
visual
projection
at
interface
optic
lobe
central
brain
form
set
discrete
channels
12
,
prior
work
indicates
channel
encodes
specific
feature
drive
particular
13,14
Our
reaches
different
conclusion:
combinations
neurons,
including
those
involved
non-social
behaviours,
male
interactions
with
female,
forming
population
code
for
behaviour.
Overall,
our
framework
consolidates
effects
elicited
various
into
single,
unified
model,
providing
map
stimulus
type
behaviour,
enabling
future
incorporation
wiring
diagrams
15
model.
Proceedings of the National Academy of Sciences,
Год журнала:
2019,
Номер
116(30), С. 15272 - 15281
Опубликована: Июль 11, 2019
Significance
The
optic
tectum
(the
superior
colliculus
in
mammals)
is
central
for
visuomotor
transformation
all
vertebrates.
Here,
we
investigate
the
mechanisms
underlying
selection
between
approaching
and
evasive
movements.
We
use
an
isolated
eye–brain–spinal
cord
preparation
from
lamprey
that
allows
us
to
display
different
types
of
visual
stimuli
(e.g.,
looming
stimuli)
and,
at
same
time,
record
neural
activity
specific
brain
regions
behavioral
output
monitored
through
ventral
roots.
show
2
classes
brainstem-projecting
neurons
deep
layer
tectum,
interaction
with
local
inhibitory
interneurons,
are
responsible
selective
switch
visually
triggered
or
suggest
these
decision-making
circuits
phylogenetically
conserved
throughout
vertebrate
evolution.
Visual
systems
can
exploit
spatial
correlations
in
the
visual
scene
by
using
retinotopy,
organizing
principle
which
neighboring
cells
encode
locations.
However,
retinotopy
is
often
lost,
such
as
when
pathways
are
integrated
with
other
sensory
modalities.
How
information
processed
outside
of
strictly
brain
areas?
Here,
we
focused
on
looming
responsive
LC6
Drosophila,
a
population
whose
dendrites
collectively
cover
field,
but
axons
form
single
glomerulus-a
structure
without
obvious
retinotopic
organization-in
central
brain.
We
identified
multiple
cell
types
downstream
glomerulus
and
found
that
they
more
strongly
respond
to
different
portions
unexpectedly
preserving
information.
Through
EM
reconstruction
all
synaptic
inputs
glomerulus,
circuits
within
enable
readout
features
contralateral
suppression-mechanisms
transform
for
behavioral
control.
Cell Reports,
Год журнала:
2020,
Номер
30(7), С. 2115 - 2124.e5
Опубликована: Фев. 1, 2020
The
direction-selective
T4/T5
cells
innervate
optic-flow
processing
projection
neurons
in
the
lobula
plate
of
fly
that
mediate
visual
control
locomotion.
In
lobula,
coordinate
complex
behavioral
responses
to
features,
however,
input
circuitry
and
computations
bestow
their
feature-detecting
properties
are
less
clear.
Here,
we
study
a
highly
specialized
small
object
motion
detector,
LC11,
demonstrate
its
suppressed
by
local
background
motion.
We
show
LC11
expresses
GABA-A
receptors
serve
sculpt
objects
but
not
responsible
for
rejection
Instead,
is
innervated
columnar
T2
T3
themselves
sensitive
static
or
moving
objects,
insensitive
wide-field
and,
unlike
T4/T5,
respond
both
ON
OFF
luminance
steps.
Deciphering
how
the
brain
regulates
motor
circuits
to
control
complex
behaviors
is
an
important,
long-standing
challenge
in
neuroscience.
In
fly,
Drosophila
melanogaster
,
this
coordinated
by
a
population
of
~
1100
descending
neurons
(DNs).
Activating
only
few
DNs
known
be
sufficient
drive
like
walking
and
grooming.
However,
what
additional
role
larger
plays
during
natural
remains
largely
unknown.
For
example,
they
may
modulate
core
behavioral
commands
or
comprise
parallel
pathways
that
are
engaged
depending
on
sensory
context.
We
evaluated
these
possibilities
recording
populations
nearly
100
individual
tethered
flies
while
generated
limb-dependent
behaviors,
including
found
largest
fraction
recorded
encode
fewer
active
head
grooming
resting.
A
large
walk-encoding
turning
far
weakly
speed.
Although
odor
context
does
not
determine
which
behavior-encoding
recruited,
odors
rather
than
behaviors.
Lastly,
we
illustrate
one
can
identify
from
DN
recordings
using
their
spatial,
functional,
morphological
properties.
These
results
set
stage
for
comprehensive,
population-level
understanding
brain’s
signals
regulate
actions.
Annual Review of Neuroscience,
Год журнала:
2023,
Номер
46(1), С. 17 - 37
Опубликована: Июль 10, 2023
How
neurons
detect
the
direction
of
motion
is
a
prime
example
neural
computation:
Motion
vision
found
in
visual
systems
virtually
all
sighted
animals,
it
important
for
survival,
and
requires
interesting
computations
with
well-defined
linear
nonlinear
processing
steps—yet
whole
process
moderate
complexity.
The
genetic
methods
available
fruit
fly
Drosophila
charting
connectome
its
system
have
led
to
rapid
progress
unprecedented
detail
our
understanding
how
compute
this
organism.
picture
that
emerged
incorporates
not
only
identity,
morphology,
synaptic
connectivity
each
neuron
involved
but
also
neurotransmitters,
receptors,
their
subcellular
localization.
Together
neurons’
membrane
potential
responses
stimulation,
information
provides
basis
biophysically
realistic
model
circuit
computes
motion.
Transsynaptic
tracing
methods
are
crucial
tools
in
studying
neural
circuits.
Although
a
couple
of
anterograde
and
targeted
retrograde
tool
have
been
developed
Drosophila
melanogaster
,
there
is
still
need
for
an
unbiased,
user-friendly,
flexible
system.
Here,
we
describe
retro
-Tango,
method
transsynaptic,
circuit
manipulation
.
In
this
genetically
encoded
system,
ligand-receptor
interaction
at
the
synapse
triggers
intracellular
signaling
cascade
that
results
reporter
gene
expression
presynaptic
neurons.
Importantly,
panneuronal
elements
renders
versatile,
enabling
its
use
not
only
to
test
hypotheses
but
also
generate
them.
We
validate
-Tango
various
circuits
benchmark
it
by
comparing
our
findings
with
electron
microscopy
reconstruction
hemibrain.
Our
experiments
establish
as
key
neuroscience
research.
Journal of Comparative Physiology A,
Год журнала:
2023,
Номер
209(4), С. 541 - 561
Опубликована: Янв. 7, 2023
The
optic
flow,
i.e.,
the
displacement
of
retinal
images
objects
in
environment
induced
by
self-motion,
is
an
important
source
spatial
information,
especially
for
fast-flying
insects.
Spatial
information
over
a
wide
range
distances,
from
animal's
immediate
surroundings
several
hundred
metres
to
kilometres,
necessary
mediating
behaviours,
such
as
landing
manoeuvres,
collision
avoidance
spatially
complex
environments,
learning
environmental
object
constellations
and
path
integration
navigation.
To
facilitate
processing
complexity
flow
often
reduced
active
vision
strategies.
These
result
translations
rotations
being
largely
separated
saccadic
flight
gaze
mode.
Only
translational
components
contain
information.
In
first
step
processing,
array
local
motion
detectors
provides
retinotopic
proximity
map
environment.
This
then
processed
parallel
neural
pathways
task-specific
manner
used
control
different
behaviour.
A
particular
challenge
here
that
distance
extracted
does
not
represent
distances
unambiguously,
but
these
are
scaled
speed
locomotion.
Possible
ways
coping
with
this
ambiguity
discussed.