no code implementations • 25 Feb 2024 • Kianoosh Kazemi, Iina Ryhtä, Iman Azimi, Hannakaisa Niela-Vilen, Anna Axelin, Amir M. Rahmani, Pasi Liljeberg
Our result shows that performing adequate physical activity during pregnancy and postpartum improves the QoL by units of 7. 3 and 3. 4 on average in physical health and psychological domains, respectively.
no code implementations • 15 Feb 2024 • Zain Taufique, Muhammad Awais Bin Altaf, Antonio Miele, Pasi Liljeberg, Anil Kanduri
We present a combinatorial evaluation of power-performance-accuracy trade-offs of EEG applications at different approximation, power, and performance levels to provide insights into the disciplined tuning of approximation in EEG applications on embedded platforms.
no code implementations • 10 Jan 2024 • Kianoosh Kazemi, Iman Azimi, Pasi Liljeberg, Amir M. Rahmani
The increasing popularity of smartwatches, equipped with various sensors including PPG, has prompted the need for a robust RR estimation method.
no code implementations • 16 Oct 2023 • Zain Taufique, Antonio Miele, Pasi Liljeberg, Anil Kanduri
Heterogeneity among edge devices and accuracy-performance trade-offs of DNN models present a complex exploration space while catering to the inference performance requirements.
no code implementations • 4 Aug 2022 • Anil Kanduri, Sina Shahhosseini, Emad Kasaeyan Naeini, Hamidreza Alikhani, Pasi Liljeberg, Nikil Dutt, Amir M. Rahmani
Smart eHealth applications deliver personalized and preventive digital healthcare services to clients through remote sensing, continuous monitoring, and data analytics.