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Enhancing Datasets For Artificial Intelligence Through Model-Based Methods


By Dirk Mayer and Ulf Wetzker Industrial plants and processes are now digitized and networked, and AI can be used to evaluate the data generated by those facilities to increase productivity and quality. Machine learning (ML) methods can be applied to: Product quality classification in complex production processes. Condition monitoring of technical systems, which is used, for examp... » read more

Standard Benchmarks For AI Innovation


There is no standard measurement for machine learning performance today, meaning there is no single answer for how companies build a processor for ML across all use cases while balancing compute and memory constraints. For the longest time, every group would pick a definition and test to suit their own needs. This lack of common understanding of performance hinders customers' buying decis... » read more

Startup Funding: April 2020


It was another strong month for automotive startups, with one autonomous trucking company in China drawing a massive $100M investment. Another hot area was optimization of machine learning deployments, including one new company launch. Quantum computing, etch equipment, and mmWave feature in this month's look at twenty-two startups that collectively raised $375M. Semiconductors & design ... » read more