Investigation of different approaches for noise reduction in functional near-infrared spectroscopy signals for brain-computer interface applications. - A. Janani; M. Sasikala (Neural Comput. Appl., 2017)

Investigation of deep convolutional neural network for classification of motor imagery fNIRS signals for BCI applications. - A. Janani; M. Sasikala; Harleen Chhabra; Nijisha Shajil; Ganesan Venkatasubramanian (Biomed. Signal Process. Control., 2020)

Machine learning-based approach for identifying mental workload of pilots. - K. Mohanavelu; S. Poonguzhali; A. Janani; S. Vinutha (Biomed. Signal Process. Control., 2022)