[Verse 1] When neurons fire their electric song Action potentials racing along But what do all these spikes convey? Four different codes light up the way Rate code counts them in a window frame Higher frequency means stronger claim Contrast and orientation's dance Written in the firing's advance [Chorus] Rate tells the story, population paints the scene Timing holds secrets, synchrony's the link between Spikes carry messages in patterns we decode Four ways to read the neural code [Verse 2] Population vectors spread the load Many neurons share the coding mode Direction flows through MT's crowd V1 orientation sings out loud IT neurons whisper identity V4 broadcasts color's melody No single cell can tell the tale Together they will never fail [Chorus] Rate tells the story, population paints the scene Timing holds secrets, synchrony's the link between Spikes carry messages in patterns we decode Four ways to read the neural code [Bridge] First spike latency beats the clock Stronger signals break the block Milliseconds matter when you need speed Temporal precision plants the seed Phase and rhythm lock in time Binding features, the controversial rhyme Communication through coherent waves While the rate code safely saves [Verse 3] Fast vision needs that temporal edge First-spike timing makes the pledge Contrast encoded in the race Earlier spikes show stimulus grace Oscillations mark the beat When different regions need to meet Synchrony's the binding glue Though scientists still argue through [Verse 4] From retina to cortex deep Different layers different beats they keep Alpha waves and gamma bands Coordinate across the neural lands Motor cortex plans the move Sensory systems set the groove Hierarchical processing flows As information upward goes [Chorus] Rate tells the story, population paints the scene Timing holds secrets, synchrony's the link between Spikes carry messages in patterns we decode Four ways to read the neural code [Outro] From firing rates to phase alignment Each code serves its assignment In the brain's electric choir Multiple meanings never tire Population, rate, and time Synchrony completes the rhyme [Final Chorus] Rate tells the story, population paints the scene Timing holds secrets, synchrony's the link between Spikes carry messages in patterns we decode Four ways to read the neural code
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