Exploring Smartphone-Based Edge AI Inferences Using Real Testbeds by Matías Hirsch, Cristian Mateos, Tim A. Majchrzak

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No-Code Edge Artificial Intelligence Frameworks Comparison Using a Multi-Sensor Predictive Maintenance Dataset by Juan M. Montes-Sánchez, Plácido Fernández-Cuevas, Francisco Luna-Perejón, Saturnino Vicente-Diaz, Ángel Jiménez-Fernández

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An Efficient Architecture for Edge AI Federated Learning With Homomorphic Encryption by Dadmehr Rahbari, Masoud Daneshtalab, Maksim Jenihhin

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Real-Time Series Arc Fault Detection and Appliances Classification in AC Networks Based on Competing Convolutional Kernels by Francesco Ferracuti, Riccardo Felicetti, Luca Cavanini, Patrick Schweitzer, Andrea Monteriu

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Spike-RISC: Algorithm/ISA Co-Optimization for Efficient SNNs on RISC-V by Ipek Akdeniz, Sandy A. Wasif, Paul R. Genssler, Hussam Amrouch

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Tiny Machine Learning and On-Device Inference: A Survey of Applications, Challenges, and Future Directions by Soroush Heydari, Qusay H. Mahmoud

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Computer Vision-Based Gait Recognition on the Edge: A Survey on Feature Representations, Models, and Architectures by Edwin Salcedo

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Edge AI for Real-Time Anomaly Detection in Smart Homes by Manuel J. C. S. Reis, Carlos Serôdio

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Reliable ECG Anomaly Detection on Edge Devices for Internet of Medical Things Applications by Moez Hizem, Leila Bousbia, Yassmine Ben Dhiab, Mohamed Ould-Elhassen Aoueileyine, Ridha Bouallegue

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Key Considerations for Real-Time Object Recognition on Edge Computing Devices by Nico Surantha, Nana Sutisna

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Standalone edge AI-based solution for Tomato diseases detection by Yaqoob Majeed, Mike O. Ojo, Azlan Zahid

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Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs by Alberto Dequino, Luca Bompani, Luca Benini, Francesco Conti

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A Lightweight AI-Based Approach for Drone Jamming Detection by Sergio Cibecchini, Francesco Chiti, Laura Pierucci

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A Scalable Framework for Deploying AI-Powered Wildlife Monitoring in Resource-Limited Field Environments by Md. Auhidur Rahman, Tesfalem Mehari Berhe, Luca Borgianni, Md Sabbir Ahmed, Cristian Bua, Davide Adami, Stefano Giordano

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AI-Powered Vocalization Analysis in Poultry: Systematic Review of Health, Behavior, and Welfare Monitoring by Venkatraman Manikandan, Suresh Neethirajan

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RAPID: real-time automated plankton identification dashboard using Edge AI at sea by Sophie G. Pitois, Robert E. Blackwell, Hayden Close, Noushin Eftekhari, Sarah L. C. Giering, Mojtaba Masoudi, Eric Payne, Joseph Ribeiro, James Scott

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Toward Sustainable Mars Exploration: A Perspective on Collaborative Intelligent Systems by Thomas Janssen, Ritesh Kumar Singh, Phil Reiter, Anuj Justus Rajappa, Priyesh Pappinisseri Puluckul, Mohmmadsadegh Mokhtari, Mohammad Hasan Rahmani, Erik Mannens, Jeroen Famaey, Maarten Weyn

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Edge-AI Enabled Wearable Device for Non-Invasive Type 1 Diabetes Detection Using ECG Signals by Maria Gragnaniello, Vincenzo Romano Marrazzo, Alessandro Borghese, Luca Maresca, Giovanni Breglio, Michele Riccio

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Lightweight AI Models in Mineral Processing: Classifying Hydrocyclone Underflow With ResNet-18 and MobileViT-V2 by Tomas Henrique Coelho E Silva, Ricardo Augusto Rabelo Oliveira

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Voltage-mode reservoir computing with ferroelectric CMOS inverters by Rikuo Suzuki, Kasidit Toprasertpong, Ryosho Nakane, Eishin Nako, Mitsuru Takenaka, Shinichi Takagi

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