Please use this identifier to cite or link to this item:
|Title:||A functional near-infrared spectroscopy based lie detector||Authors:||Hu, X.-S.
|Issue Date:||2011||Citation:||Hu, X.-S.,Hong, K.-S.,Ge, S.S. (2011). A functional near-infrared spectroscopy based lie detector. 2011 IEEE/SICE International Symposium on System Integration, SII 2011 : 130-132. ScholarBank@NUS Repository. https://doi.org/10.1109/SII.2011.6147432||Abstract:||Deception involves complex neural processes and correlates in the brain. Different techniques have been used to study and understand brain mechanisms during deception. Moreover, efforts have been made to develop schemes that can detect and differentiate the deception and truth telling. In this paper, a functional near-infrared spectroscopy (fNIRS) based online brain deception decoding framework is developed. Deploying a dual-wavelength functional near-infrared spectroscopy, we interrogated sixteen sites around the forehead locations while eight able-bodied adults performed in separately deception scenarios and truth-telling scenarios. With the combination of preprocessed oxy-hemoglobin and deoxy-hemoglobin signals, we developed subject-specific classifiers using the support vector machine. © 2011 IEEE.||Source Title:||2011 IEEE/SICE International Symposium on System Integration, SII 2011||URI:||http://scholarbank.nus.edu.sg/handle/10635/68812||ISBN:||9781457715235||DOI:||10.1109/SII.2011.6147432|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Jul 25, 2021
checked on Jul 16, 2021
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.