Vizuální simulátor a ladicí program pro neuronové sítě
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Vysoké učení technické v Brně. Fakulta informačních technologií
Abstract
Umelé neurónové siete predstavujú paralelné systémy. Táto časť umelej inteligencie je stále skúmaná. Neurónové siete sú definované ako malý výpočtový procesor. Tieto siete disponujú známkami ľudskej inteligencie, pretože majú schopnosť učenia sa. Ich cieľom je simulácia ľudského mozgu, avšak vytvorenie siete so všetkými schopnosťami je vzhľadom k počtu neurónov a prepojení nemožné. Preto sú simulované len niektoré aspekty ľudského myslenia. Mojou úlohou bolo vytvoriť simulátor a ladiaci nástroj pre tieto siete. Program mal umožňovať krokovanie algoritmu pre učenie siete. Taktiež cieľom bolo implementovať editor, ktorý by umožnil vytvorenie a editáciu neurónovej siete.
Artificial neural networks represent computational parallel systems. This part of artificial intelligence is still researched. Basically neural network is the set of neurons, which are connected together. These networks have aspects of human intelligence, because they have an ability to learn. Their main goal is to simulate human brain, but creating such a network with large number of neurons and connections between them is impossible. They simulate some parts of human thinking. My task was to create visual simulator and debugger of these networks. The program was supposed to have a choice to debugging and stepping the algorithm for learning. My goal was also to implement editor, which allows creating and editing neural networks.
Artificial neural networks represent computational parallel systems. This part of artificial intelligence is still researched. Basically neural network is the set of neurons, which are connected together. These networks have aspects of human intelligence, because they have an ability to learn. Their main goal is to simulate human brain, but creating such a network with large number of neurons and connections between them is impossible. They simulate some parts of human thinking. My task was to create visual simulator and debugger of these networks. The program was supposed to have a choice to debugging and stepping the algorithm for learning. My goal was also to implement editor, which allows creating and editing neural networks.
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BELUSKÝ, O. Vizuální simulátor a ladicí program pro neuronové sítě [online]. Brno: Vysoké učení technické v Brně. Fakulta informačních technologií. 2008.
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cs
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Informační technologie
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2008-06-10
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práce byla úspěšně obhájena
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Standardní licenční smlouva - přístup k plnému textu bez omezení