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Algorithm optimizes machine learning techniques that use linear, tunable resistor networks
44+ min ago (160+ words) lead image Analog computing has shown promise for circumventing many concerns about energy usage associated with large-scale artificial intelligence applications. Questions persist, however, regarding how to train systems with such local computing constraints. Local learning algorithms such as equilibrium propagation…...
Machine learning characterizes plastics by their flow
10+ mon, 3+ week ago (202+ words) lead image The global chemical industry produces hundreds of long, repeating molecular chains called polymers. Only a handful comprise the majority of the planet’s plastic products, but all are difficult to tell apart and recycle efficiently. Elliott et al. designed…...
Opening the black box of machine learning-controlled plasma treatments
11+ mon, 1+ week ago (639+ words) Understanding machine learning modifies cold atmospheric plasma medicine delivery in cancer treatments without being trained on detailed plasma parameters. Opening the black box of machine learning-controlled plasma treatments lead image Although artificial intelligence (AI) can adapt to changing conditions and…...