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Re: [computer-go] Poster available
On Monday, October 27, 2003, at 01:28 AM, Erik van der Werf wrote:
Interesting. What do you mean by: "each hidden unit also receives
information from all previous hidden units".
Exactly that. Suppose the network has three input units A, B, and C,
three input units D, E, and F, and three output units G, H, and I.
Each unit has incoming connections as follows:
D: ABC
E: ABCD
F: ABCDE
G: DEF
H: DEF
I: DEF
The intent was to avoid any decisions about how many hidden layers to
have, how big to make them, etc. Any arrangement of hidden layers is a
special case of this architecture.
In retrospect, the philosophy of making the architecture as general as
possible and leaving the details up to the backpropagation algorithm
may not have been wise. Our next draft will have far more structure.
Peter Drake
Assistant Professor of Computer Science
Lewis & Clark College
http://www.lclark.edu/~drake/
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