[Verse 1]
Markram built a fortress from cortical data streams
Thirty thousand neurons dancing in silicon dreams
Layer two through six, the microcircuits unfold
Blue Brain reconstruction, mysteries retold
Each synapse mapped with precision and care
Digital dendrites reaching through computational air
[Chorus]
Core readings guide us through the neural maze
Persistent loops and backprop pathways blaze
From Wang's PFC to Spaun's massive frame
Cortical coordination plays the consciousness game
Read the papers, trace the code
Down the rabbit hole we go
[Verse 2]
Wang discovered working memory's secret fire
Persistent activity networks that never tire
Ninety-nine and zero-one, his models came alive
Prefrontal circuits showing how thoughts survive
Recurrent connections hold the pattern strong
While gamma oscillations keep the timing on
[Chorus]
Core readings guide us through the neural maze
Persistent loops and backprop pathways blaze
From Wang's PFC to Spaun's massive frame
Cortical coordination plays the consciousness game
Read the papers, trace the code
Down the rabbit hole we go
[Verse 3]
Whittington and Bogacz cracked the learning curse
Biological backpropagation in reverse
No need for perfect gradients flowing backward clean
Local plasticity rules can train the whole machine
Dendritic compartments hold the teaching signal tight
Making neural networks learn without the global sight
[Verse 4]
From ionic channels to computational dreams
Where biology and silicon merge at the seams
Calcium waves and voltage spikes align
With matrix math and algorithmic design
The quest to bridge the gap between wet and dry
As artificial minds reach toward the sky
[Bridge]
Eliasmith's Spaun arose in twenty-twelve
Two point five million neurons on the modeling shelf
Semantic pointer architecture binds it all
From visual input to the motor call
Eight different tasks in one coherent brain
Showing how large-scale models break the chain
[Chorus]
Core readings guide us through the neural maze
Persistent loops and backprop pathways blaze
From Wang's PFC to Spaun's massive frame
Cortical coordination plays the consciousness game
Read the papers, trace the code
Down the rabbit hole we go
[Outro]
Four papers weaving stories of the mind
Leave no neural mystery behind
Reconstruction, persistence, learning, scale
The cortical coordination tale