Biosignal processing for automatic emotion recognition
Can we automatically detect changes in emotions given a user's biosignals? In this project, we used multimodal biosignal data to predict the target emotion of audiovisual stimuli.
An introduction to brain decoding and comparing the results of the seven different classifier on Haxby dataset
Brain decoding is a neuroscience field that concerned about different types of stimuli from information that has already been encoded and represented in the brain by networks of neurons. My goal for this project is learning the fundamentals of brain decoding. Moreover, I compared the performance of seven different common classification approaches including Naive Bayes, Nearest Neighbours, Neural Networks, Logistic Regression, Support vector machine, Decision tree and finally the Artificial Neural Network on Haxby dataset.