Based on OpenBCI like EEG 32 channels 24 bits per channel device with additional NIRS will together help to see structure of working memory and measure complexity in attention of operator and dispatcher in tests for seven plus or minus two objects in working memory, using NuPIC learning algorithms.
References:
EEG+NIRS:
- Modeling Neurovascular Coupling from Clustered Parameter Sets for Multimodal EEG-NIRS / M. Tanveer Talukdar / 2015
- Combining EEG with NIRS / Pierluigi Castellone / 2013
- Enhanced performance by a hybrid NIRS–EEG brain computer interface / Siamac Fazli / 2012
- Decoding of four movement directions using hybrid NIRS-EEG brain-computer interface / M. Jawad Khan / 2014
- Multi-Decision Detection Using EEG-NIRS Based Hybrid Brain-Computer Interface (BCI) / Muhammad Jawad Khan / 2014
- Bimodal BCI using simultaneously NIRS and EEG / Yohei Tomita / 2012
- Using EEG and NIRS for Brain-computer Interface and Cognitive Performance Measures: A Pilot Study / Cota Navin Gupta / 2011
EEG+NuPIC:
- Using Numenta's Hierachical Temporal Memory algorithm to classify EEG data / Marion Le Borgne / 2014
NIRS:
- NIRScout User Guide / NIRx Medical Technologies LLC / 2013
- BrainMap. ECE 4760 Final Project / Patrick Dear, Mark Bunney / 2012
Perceptual chunking:
The Theta-Gamma Neural Code:
- Episodic sequence memory is supported by a theta–gamma phase code / Andrew C Heusser, David Poeppel, Youssef Ezzyat & Lila Davachi / 2016
- The Theta-Gamma Neural Code / John E. Lisman, Ole Jensen / 2013
- Theta-gamma phase-phase coupling during working memory maintenance in the human hippocampus / Leila Chaieb, et al. / 2015
- Increase in short-term memory capacity induced by down-regulating individual theta frequency via transcranial alternating current stimulation / Johannes Vosskuhl, René J. Huster, Christoph S. Herrmann / 2015
- Information maintenance in working memory: an integrated presentation of cognitive and neural concepts / Markus Martini, Marco R. Furtner, Thomas Maran, Pierre Sachse / 2015
EEG ERP:
- A Novel Algorithm to Enhance P300 in Single Trials: Application to Lie Detection Using F-Score and SVM / Junfeng Gao, et al. / 2014
- A New Method to Detect Event-Related Potentials Based on Pearson's Correlation / William Giroldini, et al. / 2015
- A Wavelet Based Algorithm for the Identification of Oscillatory Event-Related Potential Components / Arun Kumar A., et al. / 2014