19 August 1993 Foundation for neural network verification and validation
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Abstract
Although neural networks are gaining wide acceptance as a vehicle for intelligent software, their use will be limited unless good procedures for their evaluation, including verification and validation, can be developed. Since neural networks are created using a different methodology from conventional software, extensive changes in evaluation concepts and techniques are necessary. This paper proposes some clarifying concepts related to evaluation, and a process for developing neural networks in which the role of evaluation is emphasized. Some ideas about how the various evaluation activities may be performed are also described.
© (1993) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Gerald E. Peterson, Gerald E. Peterson, } "Foundation for neural network verification and validation", Proc. SPIE 1966, Science of Artificial Neural Networks II, (19 August 1993); doi: 10.1117/12.152651; https://doi.org/10.1117/12.152651
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