Tag: deep-learning
-
Machine Learning for Mental State Decoding
This was my dissertation project submitted for the completion of MSc in Advanced Computer Science at the University of Sheffield. This project involved training predictive models to predict observable mental states from the measured brain activity. Brain activity refers to the blood flow in the neurons inside the brain which is collected as signals during…
-
Diabetic Retinopathy Detection using Deep Learning Techniques
This paper was published while collaborating the faculties of the Department of Computer Science. The contribution was significant especially in the development of deep learning models using Python as the programming language and Tensorflow as the deep-learning framework. Digital fundus images of the eye were used to classify Diabetic Retinopathy in the adults. Various configurations…