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Showing posts with the label memtransistor

Reconfigurable AI chip dynamically adjusts operational speed over 100-fold range and its energy consumption based on workload demands

https://www.eurekalert.org/news-releases/1139132 "memtransistor of self-assembled block polymeric thin films mimics biological neural plasticity... optimizes hardware performance diverse time-series data without requiring separate specialized processors... handles fast signal processing/ slow memory consolidation on same chip dramatically reducing latency/ power consumption... energy-efficient, brain-inspired neuromorphic hardware capable of real-time environmental adaptation... edge AI"
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Cerebellum- inspired neuromorphic memtransistor processes complex motor reflex loops with almost no latency/ ultra-low power use

https://neurosciencenews.com/ai-cerebellum-memtransistor-31036/ "moves past von Neumann design bottlenecks/ enables autonomous real-time edge robotics processing... emulates reflexes, ignoring background, reserving processing for unexpected novelties... 2D molybdenum disulfide semiconductor-based, collapses memory/ computation into asymmetric memtransistor dynamically switching excitatory/ inhibitory neural modes by reversing voltage... >98% accuracy identifying abnormal heart rhythms within 1/5th single heartbeat... >2X faster, 10,000X fewer  operations" Related: Recent advances in AI are creating a 'paradigm shift' for robotics https://www.eurekalert.org/news-releases/1150884
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