layer terminology
guy smith
munnari!chook.ua.oz.au!guy at uunet.UU.NET
Wed Sep 14 11:22:43 EDT 1988
re: what does N-layer really mean?
I agree with Scott Fahlman that the lack of an accepted meaning for N-layer
is confusing.
In the context of nets as clearly layered as Back Propagation nets, I think
'N' should refer to the number of layers of weights, which is also the number
of layers of non-input nodes.
Thus, a 0-layer net makes no sense, a single node is a 1-layer net, and
the minimal net that can solve the XOR problem (calculating the parity of two
binary inputs) is a 2-layer net.
There is at least one rationale for this choice. If an N-layer net uses the
outputs of an M-layer net for its input, you end up with an N+M layer net.
Yours Pedantically,
Guy Smith.
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