Results 91 to 100 of about 2,210 (159)

A TinyML Wearable System for Real-Time Cardio-Exercise Tracking

Engineering Proceedings
Cardiovascular exercise strengthens the heart and improves circulation, but most people struggle to fit regular workouts into their day. Short bursts of vigorous activity, sometimes called exercise snacks, can raise the heart rate and deliver meaningful ...
Timothy Malche
doaj   +1 more source

Tiny machine learning on the edge: A framework for transfer learning empowered unmanned aerial vehicle assisted smart farming

IET Smart Cities
Emerging technologies are continually redefining the paradigms of smart farming and opening up avenues for more precise and informed farming practices.
Ali M. Hayajneh, Sami A. Aldalahmeh, Feras Alasali, Haitham Al‐Obiedollah, Sayed Ali Zaidi, Des McLernon   +5 more
doaj   +1 more source

Efficient human activity recognition on edge devices using DeepConv LSTM architectures

Scientific Reports
Driven by the rapid development of the Internet of Things (IoT), deploying deep learning models on resource-constrained hardware has become an increasingly critical challenge, which has propelled the emergence of TinyML as a viable solution.
Haotian Zhou, Xiujun Zhang, Yu Feng, Tongda Zhang, Lijuan Xiong   +4 more
doaj   +1 more source

Federated TinyML and digital twin framework for secure and resilient IoMT-based ICU monitoring. [PDF]

Sci Rep
Khan UH, Khan R, Alsaedi T, Chelloug SA, Alturise F, Alkhalaf S.   +5 more
europepmc   +1 more source

Lightweight Security-by-Design for TinyML Models in Constrained Embedded Environments. [PDF]

Sensors (Basel)
Alanazi HA, Alshammari KR.
europepmc   +1 more source

Intelligent Real-Time Healthcare and Biomedical Monitoring Systems: A Narrative Review of AI, IoT, and Emerging Technologies. [PDF]

Bioengineering (Basel)
Elhanashi A, Saponara S.
europepmc   +1 more source

A Multimodal TinyML-Based Predictive Maintenance Architecture for Industrial IoT in the 6G Era. [PDF]

Sensors (Basel)
Garay CE, Miranda Bonomi FA, Mansilla GN, Fagre M, Guzmán SG, Ritorto PA, Perez FI, Katz M.   +7 more
europepmc   +1 more source

Efficient uncertainty aware human activity recognition on microcontrollers using hyperdimensional computing and conformal prediction. [PDF]

Sci Rep
Lamaakal I, Yahyati C, Maleh Y, El Makkaoui K, Ouahbi I.   +4 more
europepmc   +1 more source

HybridTrust: on-device federated learning with crypto-agile security for legacy and quantum-safe medical devices. [PDF]

Sci Rep
Khan UH, Khan R, Chelloug SA, Alturise F, Khan S, Alkhalaf S.   +5 more
europepmc   +1 more source

Real-Time Cardiac Arrhythmia Classification Using TinyML on Ultra-Low-Cost Microcontrollers: A Feasibility Study for Resource-Constrained Environments. [PDF]

Bioengineering (Basel)
Zambrano-de la Torre M, Guzman-Alfaro S, Acuña-Correa A, Soto-Murillo MA, Guzmán-Fernández M, Robles-Ortiz R, Villagrana-Bañuelos KE, Arceo-Olague JG, Espino-Salinas CH, Sánchez-Reyna AG, Cuevas-Rodriguez EO.   +10 more
europepmc   +1 more source