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DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors

by Tabanelli, Enrico, Tagliavini, Giuseppe, Benini, Luca
Published in ACM transactions on embedded computing systems (19.04.2023)

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DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors

by Tabanelli, Enrico, Tagliavini, Giuseppe, Benini, Luca
Year of Publication 16.07.2021

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DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors

by Tabanelli, Enrico, Tagliavini, Giuseppe, Benini, Luca
Published in arXiv.org (12.11.2022)

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New Embedded Computing Systems Study Results Reported from University of Bologna (Dnn Is Not All You Need: Parallelizing Non-neural Ml Algorithms On Ultra-low-power Iot Processors)

Published in Computer Weekly News (20.09.2023)

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Newsletter

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Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review

by Sim, Jin-ah, Huang, Xiaolei, Horan, Madeline R., Stewart, Christopher M., Robison, Leslie L., Hudson, Melissa M., Baker, Justin N., Huang, I-Chan
Published in Artificial intelligence in medicine (01.12.2023)

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Parallelizing Non-Neural ML Algorithm for Edge-based Face Recognition on Parallel Ultra-Low Power (PULP) Cluster

by Nagar, Mitul Sudhirkumar, Kumar, Rahul, Engineer, Pinalkumar
Published in Mediterranean Conference on Embedded Computing (New Jersey. Online) (06.06.2023)

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Conference Proceeding

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Neural network control of a pneumatic robot arm

by Hesselroth, T., Sarkar, K., van der Smagt, P.P., Schulten, K.
Published in IEEE transactions on systems, man, and cybernetics (01.01.1994)

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Journal Article

DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors

DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors

DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors

New Embedded Computing Systems Study Results Reported from University of Bologna (Dnn Is Not All You Need: Parallelizing Non-neural Ml Algorithms On Ultra-low-power Iot Processors)

Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review

Parallelizing Non-Neural ML Algorithm for Edge-based Face Recognition on Parallel Ultra-Low Power (PULP) Cluster

Neural network control of a pneumatic robot arm

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