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Description
| - Práce studuje originální design neuronové sítě. Ta je inspirovaná Hopfieldovou a Willshawovou sítí s použitím Hebbova pravidla modifikovaného tak, aby cyklicky aktivovalo skupiny neuronů. Práce prezentuje implementaci a odhady kapacity této sítě. (cs)
- We investigate an artificial neural network model with a modified Hebb rule. It is an auto-associative neural network similar to the Hopfield model and to the Willshaw model. It has properties of both of these models. Another property is that the patterns are sparsely coded and are stored in cycles of synchronous neural activities. The cycles of activity for some ranges of parameter increase the capacity of the model. We discuss basic properties of the model and some of the implementation issues, namely optimizing of the algorithms. We describe the modification of the Hebb learning rule, the learning algorithm, the generation of patterns, decomposition of patterns into cycles and pattern recall.
- We investigate an artificial neural network model with a modified Hebb rule. It is an auto-associative neural network similar to the Hopfield model and to the Willshaw model. It has properties of both of these models. Another property is that the patterns are sparsely coded and are stored in cycles of synchronous neural activities. The cycles of activity for some ranges of parameter increase the capacity of the model. We discuss basic properties of the model and some of the implementation issues, namely optimizing of the algorithms. We describe the modification of the Hebb learning rule, the learning algorithm, the generation of patterns, decomposition of patterns into cycles and pattern recall. (en)
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Title
| - Pattern Storage in a Sparsely Coded Neural Network with Cyclic Activation
- Záznam paměťových stop v neuronové síti pomocí řídkého kódování a cyklické aktivace (cs)
- Pattern Storage in a Sparsely Coded Neural Network with Cyclic Activation (en)
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skos:prefLabel
| - Pattern Storage in a Sparsely Coded Neural Network with Cyclic Activation
- Záznam paměťových stop v neuronové síti pomocí řídkého kódování a cyklické aktivace (cs)
- Pattern Storage in a Sparsely Coded Neural Network with Cyclic Activation (en)
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skos:notation
| - RIV/68407700:21460/07:12132181!RIV08-MSM-21460___
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http://linked.open.../vavai/riv/strany
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...iv/cisloPeriodika
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/68407700:21460/07:12132181
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - Hebb rule; Hopfield network; auto-associative neural network (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...odStatuVydavatele
| - GB - Spojené království Velké Británie a Severního Irska
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http://linked.open...ontrolniKodProRIV
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http://linked.open...i/riv/nazevZdroje
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
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http://linked.open...v/svazekPeriodika
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http://linked.open...iv/tvurceVysledku
| - Maršálek, Petr
- Stroffek, J.
- Kuriscak, E.
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http://linked.open...n/vavai/riv/zamer
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issn
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number of pages
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http://localhost/t...ganizacniJednotka
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