11journal :
2+ - title : " Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers"
3+ authors : " Shvetank Prakash, Matthew Stewart, Colby Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi"
4+ pub : " Communications of the ACM (CACM)"
5+ links :
6+ - title : " PDF"
7+ url : " https://arxiv.org/abs/2301.11899"
8+ - title : " Footprint Calculator"
9+ url : " https://harvard-edge.github.io/TinyML-Footprint/"
10+ date : " Coming Soon in 2023"
11+ thumbnails :
12+ - image : " /assets/images/thumbnails/harvard_seas.svg"
13+ alt : " Harvard John A. Paulson School of Engineering and Applied Sciences"
14+ url : " https://www.seas.harvard.edu/"
15+ - image : " /assets/images/thumbnails/barnard.png"
16+ alt : " Barnard College"
17+ url : " https://cs.barnard.edu/"
18+ - image : " /assets/images/thumbnails/stanford.png"
19+ alt : " Stanford University"
20+ url : " https://www.stanford.edu/"
21+
222 - title : " Machine Learning Sensors: A Design Paradigm for the Future of Intelligent Sensors"
323 authors : " Pete Warden, Matthew Stewart, Brian Plancher, Sachin Katti, Vijay Janapa Reddi"
424 pub : " Communications of the ACM (CACM)"
@@ -7,7 +27,7 @@ journal:
727 url : " http://mlsensors.org/"
828 - title : " Technical Report"
929 url : " https://brianplancher.com/publication/mlsensors/"
10- date : " Coming 2023"
30+ date : " Coming Soon in 2023"
1131 thumbnails :
1232 - image : " /assets/images/thumbnails/stanford.png"
1333 alt : " Stanford University"
@@ -29,6 +49,19 @@ journal:
2949 alt : " Universidade Federal de Itajubá (UNIFEI)"
3050 url : " https://unifei.edu.br/"
3151
52+ - title : " Design and Development of a Family of Integrated Devices to Monitor Animal Movement in the Wild"
53+ authors : " Laila Daniela Kazimierski, Andrés Oliva Trevisan, Erika Kubisch, Karina Laneri, Nicolás Catalano"
54+ pub : " Sensors"
55+ doi : " 10.3390/s23073684"
56+ date : " March 2023"
57+ thumbnails :
58+ - image : " /assets/images/thumbnails/bariloche.png"
59+ alt : " Centro Atómico Bariloche"
60+ url : " https://www.argentina.gob.ar/cnea/cab"
61+ - image : " /assets/images/thumbnails/balseiro.png"
62+ alt : " Instituto Balseiro"
63+ url : " https://www.ib.edu.ar/"
64+
3265 - title : " A TinyML Deep Learning Approach for Indoor Tracking of Assets"
3366 authors : " Diego Avellaneda, Diego Mendez, Giancarlo Fortino"
3467 pub : " Sensors"
@@ -173,25 +206,21 @@ Vijay Janapa Reddi"
173206 - image : " /assets/images/thumbnails/useful.png"
174207 alt : " Useful Sensors"
175208 url : " https://usefulsensors.com/"
176- - title : " Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers"
177- authors : " Shvetank Prakash, Matthew Stewart, Colby Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi"
178- pub : " arXiv Preprint"
209+
210+ - title : " Bridging the Digital Divide: the Promising Impact of TinyML for Developing Countries"
211+ authors : " Marco Zennaro, Brian Plancher, Vijay Janapa Reddi"
212+ pub : " The UN 8th Multi-stakeholder Forum on Science, Technology and Innovation for the Sustainable Development Goals"
179213 links :
180214 - title : " PDF"
181- url : " https://arxiv.org/abs/2301.11899"
182- - title : " Footprint Calculator"
183- url : " https://harvard-edge.github.io/TinyML-Footprint/"
184- date : " January 2023"
215+ url : " https://sdgs.un.org/sites/default/files/2023-05/B86%20-%20Zennaro%20-%20TinyML4D.pdf"
216+ date : " May 2023"
185217 thumbnails :
218+ - image : " /assets/images/thumbnails/ictp.svg"
219+ alt : " The Abdus Salam International Centre for Theoretical Physics (ICTP)"
220+ url : " https://www.ictp.it/"
186221 - image : " /assets/images/thumbnails/harvard_seas.svg"
187222 alt : " Harvard John A. Paulson School of Engineering and Applied Sciences"
188223 url : " https://www.seas.harvard.edu/"
189- - image : " /assets/images/thumbnails/barnard.png"
190- alt : " Barnard College"
191- url : " https://cs.barnard.edu/"
192- - image : " /assets/images/thumbnails/stanford.png"
193- alt : " Stanford University"
194- url : " https://www.stanford.edu/"
195224
196225 - title : " TinyML: Applied AI for Development"
197226 authors : " Marco Zennaro, Brian Plancher, Vijay Janapa Reddi"
@@ -204,6 +233,9 @@ Vijay Janapa Reddi"
204233 - image : " /assets/images/thumbnails/ictp.svg"
205234 alt : " The Abdus Salam International Centre for Theoretical Physics (ICTP)"
206235 url : " https://www.ictp.it/"
236+ - image : " /assets/images/thumbnails/barnard.png"
237+ alt : " Barnard College"
238+ url : " https://cs.barnard.edu/"
207239 - image : " /assets/images/thumbnails/harvard_seas.svg"
208240 alt : " Harvard John A. Paulson School of Engineering and Applied Sciences"
209241 url : " https://www.seas.harvard.edu/"
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