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. 2019 Apr 26;10:902. doi: 10.3389/fmicb.2019.00902

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Copyright © 2019 Bağcıoğlu, Fricker, Johler and Ehling-Schulz.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Architecture of the ANN model constructed from FTIR spectra of B. cereus group member species. The model outcomes the B. cereus group in six different subgroups for the discrimination of non-emetic type B. cereus, emetic type B. cereus, B. thuringiensis and B. weihenstephanensis, B. mycoides, B. cytotoxicus. W and b refer to the network’s adjustable parameters which are weight matrices and bias vectors. Once the network is trained, its bias and weight values formed into a vector. The single vector is then redivided into the original biases and weights.