Browsing by Subject "Neural computers"
Now showing items 1-3 of 3
An empirical overview of the No Free Lunch Theorem and its effect on Real-World Machine Learning Classification (2016-01-01)
Open AccessA sizable amount of research has been done to improve the mechanisms for knowledge extraction such as machine learning classification or regression. Quite unintuitively, the no free lunch (NFL) theorem states that all ...
A post non-linear source separation algorithm for bounded magnitude sources and its application to ISFETs (2015-01-19)
Restricted access - publisher's policyThe response of ion-sensitive field-effect transistors (ISFETs) can be seriously affected in mixed-ion solutions by different interfering ions. As has been demonstrated, this problem can be addressed using nonlinear ...
(Universitat Politècnica de Catalunya, 2016-07-15)
Open AccessThis thesis studies methods to solve Visual Question-Answering (VQA) tasks with a Deep Learning framework. As a preliminary step, we explore Long Short-Term Memory (LSTM) networks used in Natural Language Processing (NLP) ...