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| dc.contributor | Julià de Ferran, Olga | |
| dc.creator | Trias Creus, Albert | |
| dc.date | 2017-02-10T08:12:05Z | |
| dc.date | 2017-02-10T08:12:05Z | |
| dc.date | 2016-06-27 | |
| dc.date.accessioned | 2024-12-16T10:23:48Z | |
| dc.date.available | 2024-12-16T10:23:48Z | |
| dc.identifier | http://hdl.handle.net/2445/106762 | |
| dc.identifier.uri | http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/16603 | |
| dc.description | Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2016, Director: Olga Julià de Ferran | |
| dc.description | Markov chains are primarily characterized by the probability distribution of their next state solely depending on their current one. This specific trait has enabled Markov chains to be applied in various fields of study, such as chemistry, economics and music. By expanding the theory of Markov chains to higher order Markov chains, where the probability distribution of their next state depends on their current one as well as on past ones, they also have an application in neurophysics. This work will study the theory behind Markov chains, going through higher order Markov chains and finally arriving to the expression of a powerful mathematical tool called transfer entropy, which quantifies the directionality and strength of connections among neurons, helping to shed some light into the mysteries of the brain. | |
| dc.format | 49 p. | |
| dc.format | application/pdf | |
| dc.language | cat | |
| dc.rights | cc-by-nc-nd (c) Albert Trias Creus, 2016 | |
| dc.rights | http://creativecommons.org/licenses/by-nc-nd/3.0/es | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.source | Treballs Finals de Grau (TFG) - Matemàtiques | |
| dc.subject | Processos de Markov | |
| dc.subject | Treballs de fi de grau | |
| dc.subject | Neurones | |
| dc.subject | Xarxes neuronals (Neurobiologia) | |
| dc.subject | Entropia (Teoria de la informació) | |
| dc.subject | Markov processes | |
| dc.subject | Bachelor's theses | |
| dc.subject | Neurons | |
| dc.subject | Neural networks (Neurobiology) | |
| dc.subject | Entropy (Information theory) | |
| dc.title | Cadenes de Markov i la seva aplicació a la neurofı́sica | |
| dc.type | info:eu-repo/semantics/bachelorThesis |
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