Browsing RISTCON 2021 by Subject "Artificial Neural Network"

Browsing RISTCON 2021 by Subject "Artificial Neural Network"

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  • Artificial Neural Network Approach for Real-Time Density-Based Traffic Signal Control System 
    Chandrasekara, W.A.C.J.K.; Rathnayaka, R.M.K.T.; Chathuranga, L.L.G. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2021-02-17)
    The lack of efficient traffic light control systems leads to traffic congestion and accidents. This problem causes many issues for society, the economy, and the environment. The research suggests an approach to the ...
  • Conversion of the Convolutional Neural Network implemented on Keras API to plain Python script 
    Alahakoon, A.G.P.D.; Amaradasa, H.D.S.; Prasadh, K.V.S.; Vidanagamachchi, S.M.; Wickramage, N.M.; Mahanama, G.D.K. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2021-02-17)
    Artificial Neural Network (ANN) is a memory-based network designed to simulate the neuron functionality of human brain. The Convolution Neural Network (CNN) is an ANN capable of identifying the spatial textural features ...

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