statlearn

README

statlearn

Statistical Learning project, including simulations and papers

papers:

• Rohrlich, J. O’Reilly, R. C. Statistical Learning in Speech: A Biologically Based Predictive Learning Model (submitted)

results:

• figures, data & analysis scripts used in the preparation of the above paper

simulations:

• wordsegI: a model of the auditory cortex incorporating our deep predictive learning framework of corticothalamic pathways.

resources:

• the .wav files, timing files and transcription files for simulating experiments by Saffran, Aslin & Newport 1996 and Graf-Estes & Lew-Williams 2015.