Differential neural network identifier for parameter determination of a mixed microbial culture model⁎⁎Authors thank the support of the Metabolic Diseases research group at Tecnolgico de Monterrey in Guadalajara

• Published in: IFAC-PapersOnLine Vol. 51; no. 13; pp. 479 - 484
• Main Authors: Gradilla-Hernández, Sebastián, J Herrera-López, Enrique, Gschaedler, Anne, González-Avila, Marisela, Fuentes-Aguilar, Rita, Garcia-Gonzalez, Alejandro
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 2018
• Subjects: Differential Neural Networks; Identification; Lotka-Volterra model; Mixed Culture; Lotka-Volterra model; Identification; Mixed Culture; Differential Neural Networks

This paper presents an application of a class of Differential Neural Network (DNN) for the nonparametric identification of mixed microbial culture systems, and its use for the estimation of the interaction parameters between the involved species. The DNN identifier with a projectional operator was i...