MELONI, PAOLO

MELONI, PAOLO  

DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA  

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Risultati 1 - 20 di 77 (tempo di esecuzione: 0.023 secondi).
Titolo Data di pubblicazione Autore(i) Rivista Editore
Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs 1-gen-2024 Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir M.; Benatti, Simone; Burrello, Alessio; Jung, Victor J. B.; Scherer, Moritz; Scrugli, Matteo A.; Bernini, Adriano; Ducouret, Pauline; Ryvlin, Philippe; Meloni, Paolo; Benini, Luca IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS -
An Automated Design Flow for Adaptive Neural Network Hardware Accelerators 1-gen-2023 Ratto, F.; Mainez, A. P.; Sau, C.; Meloni, P.; Deriu, G.; Delucchi, S.; Massa, M.; Raffo, L.; Palumbo, F. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY -
On-FPGA Spiking Neural Networks for End-to-End Neural Decoding 1-gen-2023 Leone, G; Raffo, L; Meloni, P IEEE ACCESS -
A Bandwidth-Efficient Emulator of Biologically-Relevant Spiking Neural Networks on FPGA 1-gen-2022 Leone, G; Raffo, L; Meloni, P IEEE ACCESS -
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition 1-gen-2022 Scrugli, M. A.; Blazica, B.; Meloni, P. - Springer
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things 1-gen-2022 Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P. IEEE ACCESS -
Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems 1-gen-2022 Busia, P.; Theodorakopoulos, I.; Pothos, V.; Fragoulis, N.; Meloni, P. - -
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices 1-gen-2022 Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir Mar; Benatti, Simone; Burrello, Alessio; Scherer, Moritz; Scrugli, Matteo Antonio; Meloni, Paolo; Benini, Luca - -
Integration of Energy Storage Systems within Modular Multilevel Converters for Medium-Voltage Distribution Networks 1-gen-2022 Meloni, Paolo; Serpi, Alessandro - -
Target-Aware Neural Architecture Search and Deployment for Keyword Spotting 1-gen-2022 Busia, P.; Deriu, G.; Rinelli, L.; Chesta, C.; Raffo, L.; Meloni, P. IEEE ACCESS -
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge 1-gen-2021 Busia, Paola; Minakova, Svetlana; Stefanov, Todor; Raffo, Luigi; Meloni, Paolo IEEE ACCESS -
Runtime adaptive iomt node on multi-core processor platform 1-gen-2021 Scrugli, M. A.; Meloni, P.; Sau, C.; Raffo, L. ELECTRONICS -
Task-Specific Automation in Deep Learning Processes 1-gen-2021 Buchgeher, G.; Czech, G.; Ribeiro, A. S.; Kloihofer, W.; Meloni, P.; Busia, P.; Deriu, G.; Pintor, M.; Biggio, B.; Chesta, C.; Rinelli, L.; Solans, D.; Portela, M. - Springer Science and Business Media Deutschland GmbH
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge 1-gen-2020 Meloni, P.; Loi, D.; Deriu, G.; Carreras, M.; Conti, F.; Capotondi, A.; Rossi, D. IEEE EMBEDDED SYSTEMS LETTERS -
Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators 1-gen-2020 Carreras, M.; Deriu, G.; Raffo, L.; Benini, L.; Meloni, P. IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS -
ZyON: Enabling Spike Sorting on APSoC-Based Signal Processors for High-Density Microelectrode Arrays 1-gen-2020 Leone, G.; Raffo, L.; Meloni, P. IEEE ACCESS -
Flexible acceleration of convolutions on FPGAs: Planning NEURAghe 2.0 1-gen-2019 Carreras, M.; Deriu, G.; Meloni, P. - CEUR-WS
Optimization and deployment of CNNs at the Edge: The ALOHA experience 1-gen-2019 Meloni, P.; Loi, D.; Busia, P.; Deriu, G.; Pimentel, A. D.; Sapra, D.; Stefanov, T.; Minakova, S.; Conti, F.; Benini, L.; Pintor, M.; Biggio, B.; Moser, B.; Shepelev, N.; Fragoulis, N.; Theodorakopoulos, I.; Masin, M.; Palumbo, F. - Association for Computing Machinery, Inc
Runtime-adaptive cognitive IoT nodes 1-gen-2019 Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P. - CEUR-WS
Sustainable water management in quality wine-making 1-gen-2019 Soccol, M.; Perra, A.; Loddo, S.; Meloni, P.; Barbaro, M.; Cascio, M. L.; Sirca, C. - Institute of Electrical and Electronics Engineers Inc.