Temporally precise population coding of dynamic sounds by auditory cortex
Joshua D. Downer, James H. Bigelow, Melissa Runfeldt, Brian J. Malone
Abstract
Fundamental questions remain about population coding in primary auditory cortex (A1). In particular, issues of spike timing in models of neural populations have been largely ignored. We find that spike-timing in response to sound envelope fluctuations is highly similar across neuron populations in A1. This property of shared envelope phase preference allows for a simple population model involving unweighted convergence of neuronal responses to classify amplitude modulation frequencies with high accuracy.
Topics & Concepts
Auditory cortexPopulationNeural codingNeuroscienceAuditory systemPsychologySpeech recognitionComputer scienceMedicineEnvironmental healthNeural dynamics and brain functionNeuroscience and Music Perceptionstochastic dynamics and bifurcation