The wiring asymmetry

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Lyrics

[Verse 1]
Down in the visual cortex maze
Where neurons dance in layered ways
Felleman mapped the wiring game
In macaque brains, the rules the same
Feedforward flows from layers two and three
Straight down to four, like water to the sea
But feedback takes a different route
From five and six, a different suit

[Chorus]
It's not a ladder climbing high
It's not a one-way ticket ride
The feedback outnumbers the feed
A loop that settles, that's what we need
Two-three to four goes up the chain
Five-six comes back like driving rain
More synapses flowing down than up
Vision's not a bottom cup

[Verse 2]
The laminar signature tells the tale
Deep layers send their backwards mail
Avoiding four like toxic ground
In layers one and six they're found
Hierarchical levels get assigned
By this pattern anatomists find
But here's the twist that shakes the tree
Backwards traffic runs more free

[Chorus]
It's not a ladder climbing high
It's not a one-way ticket ride
The feedback outnumbers the feed
A loop that settles, that's what we need
Two-three to four goes up the chain
Five-six comes back like driving rain
More synapses flowing down than up
Vision's not a bottom cup

[Bridge]
V1 gets more from cortical friends
Than from LGN where the signal begins
Higher areas project massively back
Like supervisors checking the stack
Local recurrence joins the choir
Feedback sets the brain on fire

[Verse 3]
Forget the sweep through layered decks
This ain't no simple reflex
The brain's a settlement machine
Where top-down meets the visual scene
Asymmetric wiring rules the day
More connections flow the backwards way
The quantitative truth cuts deep
Vision's not a one-way sweep

[Verse 4]
From MT back to V1's door
The feedback highways carry more
Than forward streams could ever hold
A story that needs to be told
Predictive coding sets the stage
Where expectation writes the page
The brain predicts what it should see
Then checks against reality

[Chorus]
It's not a ladder climbing high
It's not a one-way ticket ride
The feedback outnumbers the feed
A loop that settles, that's what we need
Two-three to four goes up the chain
Five-six comes back like driving rain
More synapses flowing down than up
Vision's not a bottom cup

[Outro]
When you see the world around
Remember how the wires are wound
Backwards flow exceeds the climb
In the brain's asymmetric rhyme

[Final Chorus]
It's not a ladder climbing high
It's not a one-way ticket ride
The feedback outnumbers the feed
A loop that settles, that's what we need

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