| Title: | Izdelava pogovornega robota z rekurentno nevronsko mrežo LSTM : diplomsko delo |
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| Authors: | ID Piko, Tomaž (Author)
ID Holobar, Aleš (Mentor) More about this mentor... 
ID Borovič, Mladen (Comentor)
ID Ojsteršek, Milan (Comentor) |
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| Files: |  UN_Piko_Tomaz_2020.pdf (1,27 MB)
MD5: D6AB9D8928D9C18BE691FE242222D270
PID: 20.500.12556/dkum/70fcbf82-06d6-4da5-99c4-baf7ba31810d
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| Language: | Slovenian |
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| Work type: | Bachelor thesis/paper |
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| Typology: | 2.11 - Undergraduate Thesis |
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| Organization: | FERI - Faculty of Electrical Engineering and Computer Science
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| Abstract: | V diplomskem delu so v prvem delu najprej predstavljeni pogovorni roboti in njihovi tipi, nato rekurentne nevronske mreže ter delovanje različnih celic, ki jih pri njih najpogosteje srečujemo. V drugem delu pa je prikazan primer implementacije in učenja rekurentne nevronske mreže LSTM (Long Short-Term Memory) ter izdelava mobilne aplikacije, v kateri lahko pisno komuniciramo z izdelano mrežo oziroma našim pogovornim robotom v slovenskem ali angleškem jeziku. |
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| Keywords: | pogovorni roboti, rekurentne nevronske mreže, celica LSTM, obdelava naravnih jezikov |
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| Place of publishing: | Maribor |
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| Place of performance: | Maribor |
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| Publisher: | [T. Piko] |
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| Year of publishing: | 2020 |
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| Number of pages: | IX, 52 f. |
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| PID: | 20.500.12556/DKUM-77606 |
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| UDC: | 004.934(043.2) |
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| COBISS.SI-ID: | 38731523 |
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| NUK URN: | URN:SI:UM:DK:VVTDQHUC |
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| Publication date in DKUM: | 03.11.2020 |
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| Views: | 1115 |
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| Downloads: | 80 |
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| Metadata: |    |
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| Categories: | KTFMB - FERI
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