TODO.md

TODOs

• refactor event detection
• [-] adjust plotting with PyQtGraph: PSD, value grid, spectrogram, network stuff
• extract FOOOF params

• Improve peak, burst & seizure detection
• % Spikes in bursts
• [-] fix FOOOF and see if working with it helps
• fixup network stuff
• box & violin plots

• PAC
• Waveforms analysis
• make runtime errors/all errors visible on UI
• support CMOS
• WorkerPools

How to detect noise?

• Spectrogram: steady backgorund across time and electrodes
• baseline region PSDs
• SNR
• referencing

What's our quantities to export?

• SNR, RMS, approx entropy, MI, TE, GC
• PSD: peaks, exponent & offset, band integral/power
• Spectrogram: peaks, noise bands deviations from stationary
• Peaks: Amp, width, slopes
• Events: IPI, freq decomposition, patterns, IBI, correlations, TE, MI, Coh, GC, SGC
• Correlation: Max (lag, amount)
• SGC: freq peaks
• coherence: Max regions (freqs, lags)