Parallel distributed processing network characterized by an...

Details Parallel distributed processing network characterized by an... Parallel distributed processing network characterized by an...

G - Physics

06

F

354/233

G06F 13/00 (2006.01) G06N 3/04 (2006.01) G06N 3/063 (2006.01)

Patent

CA 2017835

38 PARALLEL DISTRIBUTED PROCESSING NETWORK CHARACTERIZED BY AN INFORMATION STORAGE MATRIX ABSTRACT OF THE INVENTION A single layer parallel distributed processing network is characterized by having connection weights between nodes that are defined by an [N x N] information storage matrix [A] that satisfies the matrix equation [A] [T] = [T] [A] (1) where [A] is an [N x N] diagonal matrix the components of which are the eigenvalues of the matrix [A] and [T] is an [N x N] similarity transformation matrix whose columns are formed of some predetermined number M of target vectors (where M <= N) and whose remaining columns are formed of some predetermined number ? of slack vectors (where ? = N - M), both of which together comprise the eigenvectors of [A].

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