Emotion recognition through Brainwaves Using Supervised Learning
| Author(s) | : | Mr. Parag Dangariya, Mr. Bharat Kathiriya, Ms. Krishna Patel, Ms. Yagnika Patel, Mrs. Arpana Mahajan |
| Institution | : | Computer Engineering, Sigma Institute of Engineering |
| Published In | : | Vol. 4, Issue 13 — January 2017 |
| Page No. | : | - |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Human emotion recognition has become one of the key steps towards advanced brain-computer interactions.Brainwaves or brainwaves is one of the frequently used bio signals in emotion recognition as it is found that the signalmeasured from the central nervous system has a relationship between physiological changes in mind and emotions.Utilizing facial expressions will be another option that Might a chance to be utilized to emotion. Our research work ispossibility of recognize emotions using brainwaves. Brainwaves feature extraction is done, using band pass filtering andStandard deviation methods and Artificial Neural Network for emotion recognition. The solution is used to study about thebehavior of brainwaves based on motions in different mental states.
Mr. Parag Dangariya, Mr. Bharat Kathiriya, Ms. Krishna Patel, Ms. Yagnika Patel, Mrs. Arpana Mahajan, “Emotion recognition through Brainwaves Using Supervised Learning”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 13, pp. -, January 2017.
