Module 12 (capstone): Computational synthesis

flamenco hip hop, japanese chanson, korean algorave · 3:56

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Lyrics

[Verse 1]
Biology stripped away reveals the plan
Two learning rates working hand in hand
Fast sparse storage captures what is new
While slow distributed finds what patterns do
Single items learned without collision
Statistical structure builds the vision

[Chorus]
Pattern separation then completion
Orthogonalize at the reception
Three-factor gating guards the door
Replay consolidation gives us more
Fast and slow networks intertwined
Building language in the growing mind

[Verse 2]
Orthogonalize the similar sounds
So phonological forms don't run aground
Thousands of words that overlap and blend
Pattern separation helps them not offend
Then reconstruction from a partial cue
Pattern completion sees the whole word through

[Chorus]
Pattern separation then completion
Orthogonalize at the reception
Three-factor gating guards the door
Replay consolidation gives us more
Fast and slow networks intertwined
Building language in the growing mind

[Verse 3]
Offline reactivation takes control
Transferring items to the network's soul
Interleaved exposures protect what's known
Generalization seeds are always sown
Not just during input streams that flow
But in the quiet spaces where memories grow

[Bridge]
Social reward decides the gate
When live interaction seals the fate
Videos fail where humans succeed
Three signals meet to plant the seed
Neuromodulatory control
Decides what enters learning's role

[Verse 4]
Metaplasticity adjusts the ride
Critical windows open up then slide
Inhibition matures to start the phase
Stabilization ends the learning days
Schema-gated fast integration
Bypasses slow route's obligation
Framework built means quick uptake
New consistent items find their wake

[Verse 5]
Grammar emerges from the distributed sea
Syntax patterns learned implicitly
Word order rules and morpheme chains
Written in the slow network's reigns
Fast hippocampus stores exceptions bright
While cortex holds what feels just right
Regular verbs and plural forms
Follow the statistical norms

[Chorus]
Pattern separation then completion
Orthogonalize at the reception
Three-factor gating guards the door
Replay consolidation gives us more
Fast and slow networks intertwined
Building language in the growing mind

[Outro]
From streaming social noisy streams
The infant builds linguistic dreams
Without forgetting what came before
Computational synthesis opens up the door

[Final Chorus]
Pattern separation then completion
Orthogonalize at the reception
Three-factor gating guards the door
Replay consolidation gives us more
Fast and slow networks intertwined
Building language in the growing mind

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