Accession Number : AD0648959
Title : USER'S MANUAL FOR THE CALM LEARNING-MACHINE SIMULATION PROGRAM.
Descriptive Note : Final technical rept., Apr-Nov 66,
Corporate Author : STANFORD RESEARCH INST MENLO PARK CALIF
Personal Author(s) : Munson,John H.
Report Date : FEB 1967
Pagination or Media Count : 96
Abstract : The CALM (Collected Algorithms for Learning Machines) program system is a means of implementing a wide class of learning machines on a digital computer. A learning machine is a trainable pattern classifier, built around an array of adaptive logic elements, that categorizes patterns on the basis of its past experience. The CALM system provides a framework for learning-machine simulation largely independent of the computer used and the types of patterns being classified. The actions performed by CALM include training a learning machine on a set of patterns, testing the classification error rate of the trained machine on the same or an independent set of patterns, and modifying, saving, and restoring the machine's memory and control parameters. The report is a user's manual for CALM, and specifically for the CALM system implementation for the General Electric 635 computer. The report covers the nature of the learning machines realized by CALM, the CALM program itself, and the use of CALM in learning-machine experimentation. (Author)
Descriptors : (*LEARNING MACHINES, SIMULATION), ALGORITHMS, DIGITAL COMPUTERS, INSTRUCTION MANUALS, PATTERN RECOGNITION, COMPUTER PROGRAMS
Subject Categories : Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE