TWave: Wavelet convolutions on streamed EEG data for real-time phase estimation

Usage

from PhaseTracker import PhaseTracker
import numpy as np  # for sample data

# initialize phase tracker object
pt = PhaseTracker(fs=256)

# generate random sample data
newdata = np.random.rand(20)

# estimate oscillatory parameters
phase, freq, amp, quadrature = pt.estimate(newdata)