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updating research
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_data/research.yaml

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journal:
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- title: "Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers"
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authors: "Shvetank Prakash, Matthew Stewart, Colby Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi"
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pub: "Communications of the ACM (CACM)"
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links:
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- title: "PDF"
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url: "https://arxiv.org/abs/2301.11899"
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- title: "Footprint Calculator"
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url: "https://harvard-edge.github.io/TinyML-Footprint/"
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date: "Coming Soon in 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/harvard_seas.svg"
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alt: "Harvard John A. Paulson School of Engineering and Applied Sciences"
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url: "https://www.seas.harvard.edu/"
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- image: "/assets/images/thumbnails/barnard.png"
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alt: "Barnard College"
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url: "https://cs.barnard.edu/"
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- image: "/assets/images/thumbnails/stanford.png"
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alt: "Stanford University"
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url: "https://www.stanford.edu/"
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- title: "Machine Learning Sensors: A Design Paradigm for the Future of Intelligent Sensors"
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authors: "Pete Warden, Matthew Stewart, Brian Plancher, Sachin Katti, Vijay Janapa Reddi"
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pub: "Communications of the ACM (CACM)"
@@ -7,7 +27,7 @@ journal:
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url: "http://mlsensors.org/"
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- title: "Technical Report"
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url: "https://brianplancher.com/publication/mlsensors/"
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date: "Coming 2023"
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date: "Coming Soon in 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/stanford.png"
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alt: "Stanford University"
@@ -29,6 +49,19 @@ journal:
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "Design and Development of a Family of Integrated Devices to Monitor Animal Movement in the Wild"
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authors: "Laila Daniela Kazimierski, Andrés Oliva Trevisan, Erika Kubisch, Karina Laneri, Nicolás Catalano"
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pub: "Sensors"
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doi: "10.3390/s23073684"
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date: "March 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/bariloche.png"
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alt: "Centro Atómico Bariloche"
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url: "https://www.argentina.gob.ar/cnea/cab"
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- image: "/assets/images/thumbnails/balseiro.png"
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alt: "Instituto Balseiro"
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url: "https://www.ib.edu.ar/"
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- title: "A TinyML Deep Learning Approach for Indoor Tracking of Assets"
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authors: "Diego Avellaneda, Diego Mendez, Giancarlo Fortino"
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pub: "Sensors"
@@ -173,25 +206,21 @@ Vijay Janapa Reddi"
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- image: "/assets/images/thumbnails/useful.png"
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alt: "Useful Sensors"
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url: "https://usefulsensors.com/"
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- title: "Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers"
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authors: "Shvetank Prakash, Matthew Stewart, Colby Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi"
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pub: "arXiv Preprint"
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- title: "Bridging the Digital Divide: the Promising Impact of TinyML for Developing Countries"
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authors: "Marco Zennaro, Brian Plancher, Vijay Janapa Reddi"
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pub: "The UN 8th Multi-stakeholder Forum on Science, Technology and Innovation for the Sustainable Development Goals"
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links:
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- title: "PDF"
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url: "https://arxiv.org/abs/2301.11899"
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- title: "Footprint Calculator"
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url: "https://harvard-edge.github.io/TinyML-Footprint/"
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date: "January 2023"
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url: "https://sdgs.un.org/sites/default/files/2023-05/B86%20-%20Zennaro%20-%20TinyML4D.pdf"
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date: "May 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/ictp.svg"
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alt: "The Abdus Salam International Centre for Theoretical Physics (ICTP)"
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url: "https://www.ictp.it/"
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- image: "/assets/images/thumbnails/harvard_seas.svg"
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alt: "Harvard John A. Paulson School of Engineering and Applied Sciences"
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url: "https://www.seas.harvard.edu/"
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- image: "/assets/images/thumbnails/barnard.png"
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alt: "Barnard College"
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url: "https://cs.barnard.edu/"
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- image: "/assets/images/thumbnails/stanford.png"
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alt: "Stanford University"
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url: "https://www.stanford.edu/"
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- title: "TinyML: Applied AI for Development"
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authors: "Marco Zennaro, Brian Plancher, Vijay Janapa Reddi"
@@ -204,6 +233,9 @@ Vijay Janapa Reddi"
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- image: "/assets/images/thumbnails/ictp.svg"
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alt: "The Abdus Salam International Centre for Theoretical Physics (ICTP)"
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url: "https://www.ictp.it/"
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- image: "/assets/images/thumbnails/barnard.png"
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alt: "Barnard College"
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url: "https://cs.barnard.edu/"
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- image: "/assets/images/thumbnails/harvard_seas.svg"
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alt: "Harvard John A. Paulson School of Engineering and Applied Sciences"
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url: "https://www.seas.harvard.edu/"
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