most citedLight-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG

42 citations · 50 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SP2023★ 8 cited

BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation

Manali Saini, Anant Jain, Lalan Kumar +3

Kinematic parameter (KP) estimation from early electroencephalogram (EEG) signals is essential for positive augmentation using wearable robot. However, work related to early estima…

eess.SP2020★ 42 cited

Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG

Manali Saini, Udit Satija, Madhur Deo Upadhayay

Mental task identification and classification using single/limited channel(s) electroencephalogram (EEG) signals in real-time play an important role in the design of portable brain…