Example sentences for: middle-layer

How can you use “middle-layer” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • With a very large number of input neurons it is possible to overload the middle-layer neurons, effectively always operating them at one extreme limit or the other; this can have the undesirable effect of reducing their sigmoid transfer function to a step function, with the loss of the network's non-linearity.

  • The 4026 gene panel network was provided, respectively, 100 or 67 middle-layer neurons for the 3 bit or 2 bit per gene inputs.

  • The networks trained on the reduced 34 or 19 gene sets had 6 or 4 middle-layer neurons.

  • All were coded with 3 bits per gene and employed networks with 25 or 12 middle-layer neurons, respectively.

  • This network had 12078 input neurons with a semi-quantitative assessment of each gene, 100 middle-layer neurons, and a single output neuron.


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