Experimental investigation of large multilayer linear discriminators
W. S. Holmes, C. E. Phillips · 1967
Although proofs of convergence and general expressions for capability have been published to describe the performance of linear discrimination pattern recognizers, very little mathematical basis exists for designing a specific system to perform a desired task. Until these bases are developed, empirical studies are important in order to establish bounds of performance and to find insights that may eventually be generalized into mathematical descriptions of performance.