Journals & books
Automatic Search Space Design for Any Task: Towards Automated Neural Architecture Search
Hengjian Zhang, Nick van de Waterlaat, Sebastian Vogel, Hiram Rayo Torres Rodriguez, Fons van der Sommen
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Neural Computing and Applications Journal
Link to documentIncreasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry
LoRaWAN-Based Emergency Framework for Vehicular Networks
Dimitrios Georgiadis, Konstantina Karathanasopoulou, Eirini Liotou, George Dimitrakopoulos
26 June 2025 IEEE Networking Letters (Volume: 7, Issue: 3, September 2025)Unification of transfer and self-learning in probabilistic models
Intelligent traction inverter in next generation electric vehicles: The health monitoring of silicon-carbide power modules
Carmelo Pino, Alessandro Sitta, Giulia Castagnolo, Angelo A. Messina, Salvatore Coffa, Michele Calabretta
12 July 2023 IEEE Transactions on Intelligent Vehicles – Journal DL4ALL: Multi-task cross-dataset transfer learning for Acute Lymphoblastic Leukemia detection
Angelo Genovese, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti26 June 2023 IEEE Access – JournalSupporting User Protection Requirements in Cloud-Based Data Outsourcing
Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
20 Apr 2023 SN Computer Science – JournalQuery Integrity in Smart Environments
Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati29 Oct 2024 Security and Privacy in Smart Environments, Springer Nature, 2024Scalable sensor fusion for motion localization in large RF sensing networks
Distributed anomaly detection with attention-guided diffusion models and client-side defect generation
Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scott4 Nov 2025 IEEE Systems JournalFELACS: FEderated Learning with Adaptive Client Selection in IoT DDoS Attack Detection
Model Selection and Prompting Strategies in Resource Constrained Environments for LLM-based robotic system
Toms Eduards Zinars, Oskars Vismanis, Peteris Racinskis, Janis Arents, Modris GreitansNov 2024 EEAI 2024 conference / Book ChapterMulti-Step Object Re-Identification on Edge Devices: A Pipeline for Vehicle Re-Identification
Tomass Zutis, Peteris Racinskis, Anzelika Bureka, Janis Judvaitis, Janis Arents, Modris Greitans
Nov 2024 EEAI 2024 conference / Book ChapterOptimized Neural Network Architectures for Computer Vision: A Comprehensive Survey and Analysis
Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Luiz-Angelo SteffenelN/A IEEE Transaction on Artificial Intelligence Link to documentLow-power SNN-based audio source localisation using a Hilbert Transform spike encoding scheme
The road to commercial success for Neuromorphic technologies
From human expert to digital knowledge: applying methods for knowledge extraction
Silke Braun, Mustafa Bayram, Philip Glinzner, Astrid Khokhar, Jie He, Meixun Qu
Nov 2024 EEAI 2024 Conference / Book ChapterDiscovering and classifying digital and wooden industries products’ defects at the edge by a yolo/ resnet-based approach and beyond.
Robin Faro, Alessandro Strano, Francesco CancelliereNov 2024 EEAI 2024 Conference / Book ChapterWearable Epilepsy Seizure Detection on FPGA with Spiking Neural Networks
Paola Busia, Gianluca Leone, Andrea Matticola, Luigi Raffo, Paolo Meloni
30 May 2025 IEEE Transactions on Biomedical Circuits and SystemsOn the relevance of patch-based extraction methods for monocular depth estimation
Pasquale Coscia, Fabio Scotti, Vincenzo Piuri, Angelo Genovese19 Dec 2025 Elsevier Image and Vision ComputingAll-Spiking ECG Analysis for Arrhythmia Classification on Low-Power FPGA
Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Luigi Raffo, Paolo Meloni
18 Feb 2026 IEEE Sensors JournalTA_DA: Target-Aware Data Anonymization
Sabrina de Capitani di Vimercati, Sara Foresti, Valerio Ghirimoldi, Pierangela Samarat8 Jan 2025 IEEE Transactions on PrivacyA Low-Complexity PFA-Based Autofocus Algorithm for Automotive SAR
Hamed Javadi, Andre Bourdoux, Adnan Albaba, Hichem Sahli
26 Mar 2026 IEEE Transactions on Radar SystemsOneN: Guided Attention for Natively-Explainable Anomaly Detection
Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio ScottiNov 2025 Elsevier Image and Vision ComputingEdgeAI Book “Charting the Intelligence Frontiers - Edge AI Systems Nexus”
EdgeAI Book “Beyond Horizons – The Rise of Edge AI Processing Paradigm”
ESTU: Enabling Spiking Transformers on Ultra-Low-Power FPGAs
Gianluca Leone, Paola Busia, Mauro Orru, Luigi Raffo, Paolo Meloni
27 Oct 2025 IEEE Transactions on Circuits and Systems Part IIEdge AI Systems Verification and Validation
Ovidiu Vermesan, Alain Pagani, Roy Bahr, Marcello Antonio Coppola, and Giulio UrliniNov 2024 EEAI 2024 conference / Book ChapterSYNtzulA: Open Hardware for Near-Sensor SNN Inference
Luca Martis, Gianluca Leone, Luigi Raffo, Paolo Meloni
17 Dec 2025 IEEE Transactions on Computer-Aided Design of Integrated Circuits and SystemsRethinking 1T1R architecture and OxRAM stack for memristive neural network inference in-memory
Minguet Lopez J, Barraud S, Cooper D, Jannaud A, Grenier A, Souhaité A, Pedini J-M, Comboroure C, Gharbi A, Boulard F, Castan C, Lambert A, Andrieu F26 Mar 2025 Frontiers in NanotechnologyAction-Oriented Programming and Automatic Agent Generation for Adaptive Data Collection in Decentralized Data Ecosystems
Mustafa Tayyip Bayram, Houssam Razouk, Kyandoghere Kyamaky
21 May 2026 MDPI & EEAI 2025 Conference / Book ChapterA Fast Real-Time Detection Transformer forGrapevine Diseases Identification
Ana Pinzari, Frédéric PétrotN/A IEEE TAFE 2026 Link to documentEdgeAI Book “Architecting a Framework for Edge AI Functional and Non-Functional Requirements”
EdgeAI Book “Pervasive Intelligence - From Architectures to Sustainable Edge AI Systems-of-Systems”
Ovidiu VermesanN/A EEAI 2025 Conference / eBook Link to documentEdgeAI Book “The Autonomous Edge: Intelligence Embedded in Industrial Applications”
Ovidiu Vermesan
N/A EEAI 2025 Conference / eBook Link to documentEdge-Optimized Modular Architecture for Real-Time Vehicle Re-Identification
Tomass Zutis, Dimitrios Georgiadis, Tassos Kanelos, Jānis Judvaitis, Pēteris Račinskis, Konstantina Karathanasopoulou, George Dimitrakopoulos, Jānis Ārents, Modris GreitānsN/A EEAI 2025 Conference / Book Chapter Link to documentSystematic Definition and Verification of Edge AI Requirements
Silke Braun, Roman Lerch, Lukas Schafzahl
N/A Edge AI Academy Summer School Paper Link to documentVisual-language embeddings in large scale LiDAR SLAM for terrain segmentation
N/AN/A EEAI 2025 Conference / Book Chapter Link to documentWhen a model is not Enough: A Complementary AI Pipeline for Ultra-Safe PCBA Defect Detection.
A.Faro, F.Cancelliere, R.Faro, R.Mineo
N/A EEAI 2025 Conference / Book Chapter Link to documentAccurate Yield Prediction using Deep Learning: challenges and recent developments on smart-viticulture
Lucas Mohimont, Lilian Hollard, Luiz Angelo Steffenel1 Feb 2025 Smart Life and Smart Life Engineering: Current State and Future Vision, Springer, 2025.Transition-based Vectorial Representation of HRV and R-Peak Amplitude Variability for Digital Physiology
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N/A EEAI 2025 Conference / Book Chapter Link to documentEdge-Optimized Fisheye Sensing for UAV-Assisted Connected Mobility
A. Stefanidou, D. Georgiadis, K. Karathanasopoulou, E. Politi, E. Liotou, G. DimitrakopoulosN/A EEAI 2025 Conference / Chapter Link to documentLidaroc: Realistic lidar cover contamination dataset for enhancing autonomous vehicle perception reliability
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva
September 2024 IEEE Sensors LettersANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva1 Nov 2025 Elsevier, Expert Systems with ApplicationsMultiCardioNet: Interoperability Between ECG and PPG Biometrics
Ruggero Donida Labatia, Vincenzo Piuria, Francesco Rundob and Fabio ScottiN/A Pattern Recognition Letters Advancing Edge Artificial Intelligence - System Contexts
O. Vermesan and D. Marples22.11.2023 Book, River Publishers, Gistrup, Denmark. ISBN: 978-87-7004-102-7 Edge AI LoRa Mesh Technologies
Ovidiu Vermesan, Kai vorm Walde, Roy Bahr, Cordula Conrady, Janis Judvaitis, Gatis Gaigals, Tore Karlsen, Marcello Coppola, and Hans-Erik Sand22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 1-42, Gistrup, Denmark. ISBN: 978-87-7004-102-7Explainability and Interpretability Concepts for Edge AI Systems
Ovidiu Vermesan, Vincenzo Piuri, Fabio Scotti, Angelo Genovese, Ruggero Donida Labati, and Pasquale Coscia22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 197-227, Gistrup, Denmark. ISBN: 978-87-7004-102-7Natural Language Conditioned Planning of Complex Robotics Tasks
Toms Eduards Zinars, Oskars Vismanis, Peteris Racinskis, Janis Arents and Modris Greitans 22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 131-152, Gistrup, Denmark. ISBN: 978-87-7004-102-7Efficient AI-based Attack Detection Methods for Sensitive Edge Devices and Systems
Daniel Hirsch, Falk Hoffmann, Andrija Neskovic, Celine Thermann, Rainer Buchty, Mladen Berekovic, and Saleh Mulhem22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 177-196, Gistrup, Denmark. ISBN: 978-87-7004-102-7An Overview of the Automated Optical Inspection Edge AI Inference System Solutions
Claudio Cantone and Alberto Faro22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 153-176, Gistrup, Denmark. ISBN: 978-87-7004-102-7Federated Learning: Privacy, Security and Hardware Perspectives
Taha Yassine Abidi, Iyad Dayoub and Ihsen Alouani 22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 65-86, Gistrup, Denmark. ISBN: 978-87-7004-102-7Designing Lightweight CNN for Images: architectural components and techniques
Lilian Hollard, Lucas Mohimont and Luiz Angelo Steffenel22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 105-130, Gistrup, Denmark. ISBN: 978-87-7004-102-7Inside the AI Accelerators: From High Performance to Energy Efficiency
Ana Pinzari, Adrien Prost-Boucle, Christelle Rabache and Frédéric Pétrot22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 87-104, Gistrup, Denmark. ISBN: 978-87-7004-102-7Edge AI Lifecycle Management
Dinu Purice, Francesco Barchi, Thorsten Röder and Claus Lenz22.11.2023 Book Chapter, Advancing Edge Artificial Intelligence – System Contexts, pp. 43-64, Gistrup, Denmark. ISBN: 978-87-7004-102-7The EdgeAI project: Technologies convergence to enhance intelligence for improved performance and efficiency at the edge
Efficient machine learning for motion sensing signal processing for lighting applications
Accurate and energy efficient ad-hoc neural network for wafermap classification
A. Pinzari, T. Baumela, L. Andrade, M. Martin, M. Coppola, F. Petrot1 May 2024 Journal of Intelligent Manufacturing (JIMS)Robust DDoS Attack Detection with Adaptive Transfer Learning
Mulualem Bitew Anley, Angelo Genovese, Davide Agostinello, Vincenzo Piuri1 September 2024 Elsevier Computers & SecurityDDoS Attack Detection in IoT: A Deep Learning Approach - A Survey
N/AN/A Springer CCIS Series Link to documentReal-Time sEMG Processing with Spiking Neural Networks on a low-power 5K-LUT FPGA
Matteo Antonio Scrugli, Gianluca Leone, Paola Busia, Luigi Raffo, and Paolo Meloni9 September 2024 IEEE Transactions on Biomedical Circuits and Systems (Journal)A Tiny Transformer for Low-Power Arrhhythmia Classification on Microcontrollers
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni16 May 2024 IEEE Transactions on Biomedical Circuits and Systems (Journal)Toward a Human Cyber-Physical System for Real-time Anomaly Detection
Bojana Bajic, Aleksandar Rikalovic, Nikola Suzic, Vincenzo Piuri
12 June 2024 IEEE Systems JournalA Decision Support System for Acute Lymphoblastic Leukemia Detection based on Explainable Artificial Intelligence
Angelo Genovese, Vincenzo Piuri, Fabio ScottiNovember 2024 Elsevier Image and Vision Computing (Journal)SYNtzulu: a Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs
Gianluca Leone , Matteo Antonio Scrugli , Lorenzo Badas, Luca Martis, Luigi Raffo, and Paolo Meloni
5 September 2024 IEEE Transactions on Biomedical Circuits and Systems (Journal)Multi-Dimensional Flat Indexing for Encrypted Data
Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi4 June 2024 IEEE Transactions on Cloud Computing (TCC) – JournalEnforcing Corporate Governance Controls with Cloud-based Services
Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati
November 2024 IEEE Transactions on Services Computing (TSC) – JournalTowards Open-Set NLP-Based Multi-level Planning for Robotic Tasks
Peteris Racinskis, Oskars Vismanis, Toms Eduards Zinars, Janis Arents * and Modris Greitans19 November 2024 MDPI Applied SciencesImplementation of binarized neural networks immune to device variation and voltage drop employing resistive random access memory bridges and capacitive neurons
M. Ezzadeen, A. Majumdar, O. Valorge, N. Castellani, V. Gherman, G. Regis, B. Giraud, J. Noel, V. Meli, M. Bocquet, F. Andrieu, D. Querlioz & J. Portal
18 June 2024 Communications Engineering (Journal)Low-Power FPGA-based Spiking Neural Networks for Real-Time Decoding of Intracortical Neural Activity
Luca Martis , Gianluca Leone , Luigi Raffo, and Paolo Meloni15 December 2024 IEEE Transactions on Biomedical Circuits and Systems (Journal)Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
J. Pedersen, S. Abreu, M. Jobst, G. Lenz, V. Fra, F. Bauer, D. Muir, P. Zhou, B. Vogginger, K. Heckel, G. Urgese, S. Shankar, T. Stewart, S. Sheik & J. Eshraghian
16 September 2024 Nature CommunicationsGradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors
Ugurcan Cakal, Maryada, Chenxi Wu, Ilkay Ulusoy and Dylan Richard Muir15 March 2024 Neuromorphic Computing and Engineering
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