Analiza podataka u interakciji mozak-računalo tehnikama strojnog učenja

master's thesis

• Title (english): Data analysis in brain-computer interaction using machine learning techniques
• Author: Mateo Mustać
• Mentor: Božidar Kliček (mentor); MBZ: 95426
• Committee member: Dijana Oreški (član povjerenstva); MBZ: 318615
• Granter: University of Zagreb; Faculty of Organization and Informatics; (Department of Information Systems Development); Varaždin
• Defense date and country: 2024-09-23, Croatia
• Scientific / art field, discipline and subdiscipline: SOCIAL SCIENCES; Information and Communication Sciences; Organization and Informatics

Abstract

U radu je prikazana analiza sučelja mozak-računalo (BCI) izrađena preko algoritama strojnog učenja u programskom jeziku Python. Objašnjava se povijesti BCI, Trenutne tehnologije u BCI bile one hardverske ili softverske naravi, Strojno učenje i algoritmi i primjena BCI tehnologija. Praktični dio sadrži analizu preko različitih algoritama.

• Keywords: multimedijski sustavi; strojno učenje; sučelje mozak računalo
• Language: croatian
• URN:NBN: urn:nbn:hr:211:117170
• Study programme: Title: Information and Programming Engineering; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra informatike (magistar/magistra informatike)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2024-09-30 04:09:18