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Analog Neuron Hierarchy
to finite automata (level 3 in the Chomsky hierarchy), and the analog-state NNs with rational weights which are Turing complete (Chomsky level 0), we study an intermediate-state neurons. For rational weights, we establish ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages
(NNs) with the saturated-linear activation function within the Chomsky hierarchy with the Heaviside activation function, which are equivalent to finite automata (Chomsky level 3-complete even for three analog-state units (...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
One Analog Neuron Cannot Recognize Deterministic Context-Free Languages
(NNs) with the saturated-linear activation function within the Chomsky hierarchy with the Heaviside activation function, which are equivalent to finite automata (Chomsky level 3 units (Chomsky level 0). For an int...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The Computational Power of Neural Networks and Representations of Numbers in Non-Integer Bases.
of 1ANNs within the Chomsky hierarchy., and arbitrary real weights are classified within the Chomsky and finer complexity hierarchies. Then we refine the analysis between integer and rational weights......
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D
Rok uplatnění
D - Stať ve sborníku
Subrecursive Neural Networks
) are equivalent to finite automata (level 3 in the Chomsky hierarchy), while analog-state NNs in the interval ), are Turing complete (Chomsky level 0) even for three analog units. However occur on Chomsky levels 1...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Three Analog Neurons Are Turing Universal
the classification of neural networks within the Chomsky hierarchy.
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Grammatics and Algorithms
The aim of this subject is to introduce students into theory of automata and formal languages in measure that is necessary for understanding of modern monographs and articles of the theoretical and practical informatics or programming. The subject is...
IN - Informatika
- 2012 •
- A
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A - Audiovizuální tvorba
On h-lexicalized restarting list automata
and extensions of the Chomsky hierarchy - the h-lexicalized variants of the Chomsky hierarchy...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
Výsledek na webu
Optimization of Car Repair Processes by Scattered Context Grammars Application
The goal of the paper is to demonstrate an application of Scattered Context Grammars in complex systems modeling domain which are consist of many processes/sub-processes.
......
JC - Počítačový hardware a software
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Fuzzy generative systems
In chapter we give an overview of the fuzzy models of the generative systems and we formulate actual problems of the investigation in this research topic. We focus on fuzzy grammars of the Chomsky hierarchy and fuzzy L systems. Thes...
IN - Informatika
- 2011 •
- C
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C - Kapitola v odborné knize
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