Elman Network
Mostrando 1-6 de 6 artigos, teses e dissertações.
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1. A Multi-objective, active fuzzy force controller in control of flexible wiper system
Chaotic vibration has been identified in the flexible automotive wiper blade at certain wiping speeds. This irregular vibration not only decreases the wiping efficiency, but also degrades the driving comfort. A reliable nonlinear system identification namely nonlinear auto regressive exogenous Elman neural network (NARXENN) was adopted in first stage of this
Lat. Am. j. solids struct.. Publicado em: 2014
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2. Controle inteligente do caminhar de robôs móveis simulados
The main goal of this dissertation is to propose, to test and to evaluate the use of Machine Learning (ML) techniques in the automatic con_guration of the gait control in legged robots. In order to achieve this goal, an extensive research about state-of-the-art techniques was accomplished and they are described in this work. This research allowed the develop
Publicado em: 2007
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3. Conhecimento sintatico-semantico e processamento de sentenças em rede neural recorrente simples / Syntactic-semantic knowledge and sentence processing in a simple recurrent neural network
This dissertation begins with a retlection about the interdisciplinary roots of psycholinguistics, which is taken as the research field concemed with the investigation of the cognitive processes subjacent to the verbal behavior. This investigation employs different methods and techniques, given the complexity inherent to the study of processes that take plac
Publicado em: 2006
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4. TEMPORAL MODELLING OF THE WATER DISCHARGES MEASUREMENTS ON FUNIL DAM (RJ) USING NEURAL NETWORK AND STATISTICAL METHODS / MODELAGEM TEMPORAL DAS MEDIDAS DE VAZÃO DE DRENOS NA BARRAGEM DE FUNIL (RJ) UTILIZANDO REDES NEURAIS E MÉTODOS ESTATÍSTICOS
In works of great responsibility (ports, dams, nuclear power, etc.), the amount of instrumentation data may allow the construction of models for the temporary variability of the properties of interest based on neural network techniques. In case of dams, the monitoring through the installation of an instrumentation system plays a fundamental part in the evalu
Publicado em: 2005
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5. REDES NEURAIS TEMPORAIS PARA O TRATAMENTO DE SISTEMAS VARIANTES NO TEMPO / TEMPORAL NEURAL NETWORKS FOR TREATING TIME VARIANT SERIES
As RNA Temporais, em função de sua estrutura, consideram o tempo na sua operação, incorporando memória de curto prazo distribuída na rede em todos os neurônios escondidos e em alguns dos casos nos neurônios de saída. Esta classe de redes é utilizada para representar melhor a natureza temporal dos sistemas dinâmicos. Em contraste, a RNA estática t
Publicado em: 1999
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6. A dynamical systems perspective on the relationship between symbolic and non-symbolic computation
It has been claimed that connectionist (artificial neural network) models of language processing, which do not appear to employ “rules”, are doing something different in kind from classical symbol processing models, which treat “rules” as atoms (e.g., McClelland and Patterson in Trends Cogn Sci 6(11):465–472, 2002). This claim is hard to assess in
Springer Netherlands.