Transparent Neural Networks, an Implementation

Examensarbete för masterexamen

Please use this identifier to cite or link to this item:
Download file(s):
File Description SizeFormat 
163542.pdfFulltext583.1 kBAdobe PDFView/Open
Full metadata record
DC FieldValueLanguage
dc.contributor.authorOlier Jauregui, Juan Sebastian
dc.contributor.departmentChalmers tekniska högskola / Institutionen för tillämpad informationsteknologi (Chalmers)sv
dc.contributor.departmentChalmers University of Technology / Department of Applied Information Technology (Chalmers)en
dc.description.abstractThe present work is related to a research project denominated Transparent Neural Networks (Strannegård 2012); this project aims to propose a model capable of higher cognitive functions such as deductive and inductive reasoning by means of transparent, simple and interpretable structures and functionalities. This simplicity includes interactive building rules based on the manipulation of basic structures and elements. It considers characteristics of the developmental robotics and cognitive modeling. Taking all of these concepts and goals as a basis, the main objective of this thesis is to help in the development of that model by implementing a toolbox that allows the creation and evaluation of the networks leading to conclusions and meaningful feedback that fosters proposals for further development on the model.
dc.relation.ispartofseriesReport - IT University of Göteborg, Chalmers University of Technology and the University of Göteborg
dc.subjectMänniska-datorinteraktion (interaktionsdesign)
dc.subjectInformations- och kommunikationsteknik
dc.subjectHuman Computer Interaction
dc.subjectInformation & Communication Technology
dc.titleTransparent Neural Networks, an Implementation
dc.type.degreeExamensarbete för masterexamensv
dc.type.degreeMaster Thesisen
Collection:Examensarbeten för masterexamen // Master Theses

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.