Devashri Patil Email & Phone Number

Pune, Maharashtra, India

Goa

Research carried out to study"Impact of Yoga on students using Brain Computer Interface(BCI) and Neural Network". We had conducted an experiment on 10 students in a span of 30 days. EEG signals were captured before and after Yoga using Brain Vision Recorder. The captured signals were further pre-processed by Bandpass filter using Brain Vision Analyzer. Further feature extraction was conducted to get better accuracy using Discrete Wavelet Transform in Matlab. Probabilistic Neural Network was… Show more Research carried out to study"Impact of Yoga on students using Brain Computer Interface(BCI) and Neural Network". We had conducted an experiment on 10 students in a span of 30 days. EEG signals were captured before and after Yoga using Brain Vision Recorder. The captured signals were further pre-processed by Bandpass filter using Brain Vision Analyzer. Further feature extraction was conducted to get better accuracy using Discrete Wavelet Transform in Matlab. Probabilistic Neural Network was implemented in Jupyter Notebook which revealed the changes in the EEG signals. The study was further proved by the Quantitative and Qualitative analysis of the obtained data. For the qualitative analysis, topographs were plotted in the EEG lab tool and pwlech() function was used to obtain the power of concentration.The research was successfully completed by proving the impact of Yoga on students which turned out to be very beneficial for students. Show less

Bachelor Of Technology - Btech, Computer Science

Activities and Societies: Basketball, Debating, Coordinator in various activities of college events as well as ISTE. 1) Debate winner.

Hsc, Science

Activities and Societies: Basketball

93.64%

Activities and Societies: Writing , Singing, Debater