A Review of TinyML for Human Activity Recognition on Edge Devices
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsMachine Learning and Knowledge Extraction
Ismail Lamaakal
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69Publications signalées
528Citations signalées
3Affiliations récentes
Institutions déclarées
Domaines associés
Advanced Neural Network ApplicationsHand Gesture Recognition SystemsIoT and Edge/Fog ComputingContext-Aware Activity Recognition SystemsHuman Pose and Action Recognition
Publications récentes
AEGIS: Real-Time Latent-Space Backdoor Detection for Dependable and Secure Small Language Model Inference
Jamal Boussouf, Ismail Lamaakal, Ibrahim Ouahbi, Khalid El Makkaoui et autres
0 citationsPreprints.org
HAR-SemCom: Verifiable semantic communications for HAR with task-fidelity guarantees and few-shot personalization at the IoT edge
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsInternet of Things
Provenance Guided Incremental Learning Under Evolving Concept Definitions
0 citationsarXiv (Cornell University)
Continual Visual Learning under Evolving Semantic Concept Shift
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsarXiv (Cornell University)
A hybrid intrusion detection framework integrating multi-layer perceptron, SMOTE, and non-IID federated learning with explainable AI
Jallal-Eddine Moussaoui, Mehdi Kmiti, Ismail Lamaakal, Yassine Maleh et autres
0 citationsScientific Reports
Uncertainty-Aware Continual TinyML Driver Fatigue Detection with Kolmogorov–Arnold Networks at the IoT Edge
Chaymae Yahyati, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsApplied System Innovation
A lightweight transformer with uncertainty handling for zero-shot epileptic seizure detection on TinyML edge devices
Chaymae Yahyati, Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi
0 citationsDiscover Artificial Intelligence
Efficient uncertainty aware human activity recognition on microcontrollers using hyperdimensional computing and conformal prediction
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsScientific Reports
Efficient uncertainty aware human activity recognition on microcontrollers using hyperdimensional computing and conformal prediction
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsDOAJ (DOAJ: Directory of Open Access Journals)
Motion-Compensated Weight Compression
0 citationsarXiv (Cornell University)
Motion-Compensated Weight Compression
0 citationsarXiv (Cornell University)
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