A multiband active electrode (MAE) for electroencephalography (EEG), the MAE comprising a front-end processor and a digital processor, wherein the MAE is configured to split a detected EEG signal into a plurality of sub-bands, and separately amplify and process each of the sub-bands, wherein the front-end processor is configured to decompose the detected EEG signal into the plurality of sub-bands, amplify each sub-band, digitize each sub-band into a data stream, and serialize the data streams into a time-multiplexed data stream.