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A probabilistic neural network approach for modeling and classification of bacterial growth/no-growth data

✍ Scribed by M. Hajmeer; I. Basheer


Book ID
117359979
Publisher
Elsevier Science
Year
2002
Tongue
English
Weight
221 KB
Volume
51
Category
Article
ISSN
0167-7012

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Probabilistic neural networks (PNNs) were used in conjunction with the Gompertz model for bacterial growth to classify the lag, logarithmic, and stationary phases in a batch process. Using the fermentation time and the optical density of diluted cell suspensions, sampled from a culture of Bacillus s