Naplib

The library is applicable to both invasive and non-invasive recordings, including electroencephalography (EEG), electrocorticography (ECoG) and magnetoecnephalography (MEG).

List of functions

stimulus: wavefiles containing continuous speech in addition to time-aligned labels of phonemes

preprocessing:

• EEGExtract2to15.m
• EcogExtractHighGamma.m
• CUprocessingHilbertTransform_filterbankGUI.m

Phoneme analysis:

• findavg.m
• attribute2phoneme.m
• phoneme2attribute.m
• SimMat.m
• Fratio.m
• DistDistCov.m
• Dendro.m
• DPrime.m
• MDSPlot.m

GUI

• OutGenerator.m
• PhonemeAnalyser.m

Reconstruction:

• LagGeneratorNew.m
• StimuliReconstruction.m

Citation

Basic citation:

• NAPLIB: AN OPEN SOURCE TOOLBOX FOR REAL-TIME AND OFFLINE NEURALACOUSTIC PROCESSING

Matlab:

• Khalighinejad, Bahar, Guilherme Cruzatto da Silva, and Nima Mesgarani. "Dynamic Encoding of Acoustic Features in Neural Responses to Continuous Speech." Journal of Neuroscience 37.8 (2017): 2176-2185.

PSI vector, selectivity to phonemes:

• Mesgarani, Nima, et al. "Phonetic feature encoding in human superior temporal gyrus." Science 343.6174 (2014): 1006-1010.

Reconstruction:

• Mesgarani, Nima, et al. "Influence of context and behavior on stimulus reconstruction from neural activity in primary auditory cortex." Journal of neurophysiology 102.6 (2009): 3329-3339.