Neural Network Validation Paper

“A Software Development Process Model for Artificial Neural Networks in Critical Applications” by David M. Rodvold Colorado Technical University and Xaim Inc.presented at the International Joint Conference on Neural Networks (IJCNN’99). Washington D.C. July 1999.

In this paper Mr. Rodvold addresses the challenges of using neural networks in critical applications and describes an approach to development and validation. This paper also provides a good reference list regarding verification and validation of neural networks. The information provided could be very useful to a medical device manufacturer considering the use of neural nets for software in a device.

Software Development Process Model for Artificial Neural Networks in Critical Applications

SoftwareCPR Training Courses:

IEC 62304 and other Emerging Standards Impacting Medical Device Software

Being Agile & Yet Compliant

ISO 14971 SaMD Risk Management

Software Risk Management

Medical Device Cybersecurity

Software Verification

IEC 62366 Usability Process and Documentation

Or just email training@softwarecpr.com for more info.

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