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http://hdl.handle.net/2445/213463
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DC Field | Value | Language |
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dc.contributor.advisor | Pérez-Bellido, Alexis | - |
dc.contributor.advisor | Cos Aguilera, Ignasi | - |
dc.contributor.author | Ji, Junjie | - |
dc.date.accessioned | 2024-06-20T09:30:52Z | - |
dc.date.available | 2024-06-20T09:30:52Z | - |
dc.date.issued | 2023-09-03 | - |
dc.identifier.uri | http://hdl.handle.net/2445/213463 | - |
dc.description | Treballs finals del Màster de Fonaments de Ciència de Dades, Facultat de matemàtiques, Universitat de Barcelona. Curs: 2022-2023. Tutor: Alexis Pérez-Bellido i Ignasi Cos Aguilera | ca |
dc.description.abstract | The human brain, with its intricate network of neurons and complex dynamics, presents a fascinating subject of study. In the present work we aim to investigate how humans integrate perceptual evidence in time to make decisions. To accomplish this, we conducted electroencephalogram procedures on 26 participants at the Mundet Campus of the Universitat de Barcelona in 2022. The data collection process included rigorous preprocessing steps to ensure data quality, followed by data segmentation and dataset creation for subsequent analyses. From this data, we will employ time series analyses and machine learning models to gain deeper insights into the neural processes associated with the integration of perceptual evidence and decision-making. | ca |
dc.format.extent | 42 p. | - |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | ca |
dc.rights | cc-by-nc-nd (c) Junjie Ji, 2023 | - |
dc.rights | codi: GPL (c) Junjie Ji, 2023 | - |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.rights.uri | https://opensource.org/license/mit | * |
dc.source | Màster Oficial - Fonaments de la Ciència de Dades | - |
dc.subject.classification | Electroencefalografia | - |
dc.subject.classification | Anàlisi de sèries temporals | - |
dc.subject.classification | Aprenentatge automàtic | - |
dc.subject.classification | Treballs de fi de màster | - |
dc.subject.other | Electroencephalography | - |
dc.subject.other | Time-series analysis | - |
dc.subject.other | Machine learning | - |
dc.subject.other | Master's thesis | - |
dc.title | Predicting human perceptual decisions from neural activity | ca |
dc.type | info:eu-repo/semantics/masterThesis | ca |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca |
Appears in Collections: | Programari - Treballs de l'alumnat Màster Oficial - Fonaments de la Ciència de Dades |
Files in This Item:
File | Description | Size | Format | |
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tfm_ji_junjie .pdf | Memòria | 2.38 MB | Adobe PDF | View/Open |
master-thesis-main.zip | codi font | 47.61 MB | zip | View/Open |
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