Publications
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Notes on Classification Capacities
Capacities for single element networks and low dimensional multi-element networks are found, and bounds on capacities are discussed for general networks.
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Theoretical and Experimental Investigations in Trainable Pattern-Classifying Systems
Motivation is given for the use of various trainable pattern-classifying structures called linear and piecewise linear (PWL) machines.
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Linear Separability of Signal Space as a Basis for Adaptive Mechanisms
This report reviews the research results of the program entitled "Linear Separability of Signal Space as a Basis for Adaptive Mechanisms".
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Research in Intelligent Automata (Phase 1)
Stanford Research Institute proposes a program that will ultimately lead to the development of machines that will perform tasks that are presently considered to require human intelligence.
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Calculus of Networks of Adaptive Elements
Describes developments illustrative of the accomplishments of the learning machine research program at Stanford Research Institute.
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Classification and Generalization Capabilities of Linear Threshold Units
This report represents work in progress on properties of linear threshold functions.
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An Experimental Comparison of Three Learning Machine Training Rules
This report includes the results of a series of experiments to compare the efficiency of training methods using (1, 0) and (+1,-1) representatives for patterns.
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Determination and Detection of Features in Patterns
In this paper feature determination as a method of training the first layer of weights in a two layer learning machine (Perceptron)is investigated.
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Investigation of a Common Training Procedure for Remote and Rapid Design, Repair and Redesign of Devices
The object of this proposed research program is to investigate the possibility of using one training procedure to rapidly and remotely design, repair, and redesign devices.
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Research on Self-Organizing Machines
Submitting a proposal to provide funds for the continuation of work in several important areas of learning-machine research.
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Mathematical Techniques of Self-Organizing Systems
This proposal outlines a program of research aimed at the development of a mathematical structure to serve as a means for realizing a useful, economical, self-organizing machine.
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Graphical Data Processing Research Study and Experimental Investigation
We aimed to conduct a research study and experimental investigation of techniques and equipment characteristics suitable for application to graphical data processing for military requirements.