In many practical applications of learning systems
to problems of pattern recognition it has been realized
and explicitly noted in the literature that linear discriminations
are inadequate. On the other hand, it has also
been noted that very little is known about the training
of non-linear systems.
A reasonable compromise...
The well-known local adjustment algorithm for training a
threshold logic unit, TLU, is extended to a local adjustment
algorithm for training a network of TLUs Computer simulations
show that the extension is unsatisfactory.
A new logic for a committee of TLUs, called modified veto logic,
and a local adjustment algorithm...