Instruct: Identify the main category of Biorxiv papers based on the titles and abstracts
Query: Modeling by artificial neural networks of silver carp (Hypophthalmichthys molitrixi) with sous vide processing on the effects of storage and processing temperatures on the microbiological status To evaluate and anticipate the microbial changes of silver carp (Hypophthalmichthys molitrixi) during cold storage (0, 5, 10, 15 & 21 day) at different sous vide processing temperatures (60, 65, 70, and 75 {degrees}C), changes in microbial load of Enterobacteriaceae, Lactic Acid bacteria (LAB), Pseudomonas, Psychrotrophs, and total viable count (TVC) were considered. A radial basis function neural network (RBFNN) model was established to predict the changes in the microbial content of silver carp. The critical temperature for inactivation of Enterobacteriaceae and lactic acid bacteria was 65 {degrees}C and for Pseudomonas and Psychrotrophs was 70 {degrees}C and the highest value (75 {degrees}C) was observed for the total viable count. In samples processed at 75 {degrees}C, the presence of Enterobacteriaceae, Pseudomonas and Psychrotrophs were not detectable up to 15 days of storage and lactic acid bacteria were not detectable even at the end of the storage period. The optimal ANN topology for modeling Enterobacteriaceae, Pseudomonas, and Psychrotroph contained 9 neurons in the hidden layer, but for TVC and LAB, it was 14 neurons.
15
The categories of this paper are: developmental
22
The categories of this paper are: physiology
11
The categories of this paper are: cognition
25
The categories of this paper are: bioengineering
13
The categories of this paper are: animal
23
The categories of this paper are: immunology
12
The categories of this paper are: behavior
26
The categories of this paper are: biochemistry
32
The categories of this paper are: zoology
4
The categories of this paper are: neuroscience
2
The categories of this paper are: biology
8
The categories of this paper are: genomics
27
The categories of this paper are: pathology
24
The categories of this paper are: cancer
29
The categories of this paper are: education
1
The categories of this paper are: bioinformatics