On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis

Authors: Scrugli, Matteo Antonio, Busia, Paola, Leone, Gianluca, Meloni, Paolo

Source: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024. :1-6 Mar, 2024

Relation: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Power Harmonic Component Suppression in Case of Un-Ideal Electro-Motive Forces

Authors: Meloni, Paolo, Serpi, Alessandro

Source: 2023 IEEE Vehicle Power and Propulsion Conference (VPPC) Vehicle Power and Propulsion Conference (VPPC), 2023 IEEE. :1-6 Oct, 2023

Relation: 2023 IEEE Vehicle Power and Propulsion Conference (VPPC)

Spiking Neural Networks for Integrated Reach-to-Grasp Decoding on FPGAs

Authors: Leone, Gianluca, Martis, Luca, Raffo, Luigi, Meloni, Paolo

Source: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2023 IEEE. :1-5 Oct, 2023

Relation: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers

Authors: Busia, Paola, Scrugli, Matteo Antonio, Jung, Victor Jean-Baptiste, Benini, Luca, Meloni, Paolo

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Human-Computer Interaction, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.10748

Integration of Energy Storage Systems within Modular Multilevel Converters for Medium-Voltage Distribution Networks

Authors: Meloni, Paolo, Serpi, Alessandro

Source: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society Industrial Electronics Society, IECON 2022 – 48th Annual Conference of the IEEE. :1-6 Oct, 2022

Relation: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society

EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices

Authors: Busia, Paola, Cossettini, Andrea, Ingolfsson, Thorir Mar, Benatti, Simone, Burrello, Alessio, Scherer, Moritz, Scrugli, Matteo Antonio, Meloni, Paolo, Benini, Luca

Source: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE. :640-644 Oct, 2022

Relation: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)

On-FPGA Spiking Neural Networks forMulti-variable End-to-End Neural Decoding
Proceedings of the 19th International Symposium on Applied Reconfigurable Computing, ARC 2023

Authors: Leone, Gianluca, Martis, Luca, Raffo, Luigi, Meloni, Paolo

Source: Lecture Notes in Computer Science. (14251):185-199

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608468042&indx=1&recIds=ETOCCN608468042

An adaptable cognitive microcontroller node for fitness activity recognition

Authors: Scrugli, Matteo Antonio, Blažica, Bojan, Meloni, Paolo

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2201.05110

Sustainable water management in quality wine-making

Authors: Soccol, Matteo, Perra, Antonio, Loddo, Silvia, Meloni, Paolo, Barbaro, Massimo, Cascio, Mauro lo, Sirca, Costantino

Source: 2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) Metrology for Agriculture and Forestry (MetroAgriFor), 2019 IEEE International Workshop on. :264-268 Oct, 2019

Relation: 2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)

CNN hardware acceleration on a low-power and low-cost APSoC

Authors: Meloni, Paolo, Garufi, Antonio, Deriu, Gianfranco, Carreras, Marco, Loi, Daniela

Source: 2019 Conference on Design and Architectures for Signal and Image Processing (DASIP) Design and Architectures for Signal and Image Processing (DASIP), 2019 Conference on. :7-12 Oct, 2019

Relation: 2019 Conference on Design and Architectures for Signal and Image Processing (DASIP)

An adaptive cognitive sensor node for ECG monitoring in the Internet of Medical Things

Authors: Scrugli, Matteo Antonio, Loi, Daniela, Raffo, Luigi, Meloni, Paolo

Subject Terms: Computer Science - Machine Learning, Computer Science - Human-Computer Interaction, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2106.06498

A Closed-Loop System Processing High-Density Electrical Recordings and Visual Stimuli to Study Retinal Circuits Properties

Authors: Zaher, Sara, Lonardoni, Davide, Boi, Fabio, Seu, Giovanni Pietro, Angotzi, Gian Nicola, Meloni, Paolo, Berdondini, Luca

Source: 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) Neural Engineering (NER), 2019 9th International IEEE/EMBS Conference on. :652-656 Mar, 2019

Relation: 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)

Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project

Authors: Meloni, Paolo, Loi, Daniela, Deriu, Gianfranco, Pimentel, Andy D., Saprat, Dolly, Pintort, Maura, Biggio, Battista, Ripolles, Oscar, Solans, David, Conti, Francesco, Benini, Luca, Stefanov, Todor, Minakova, Svetlana, Moser, Bernhard, Shepeleva, Natalia, Masin, Michael, Palumbo, Francesca, Fragoulis, Nikos, Theodorakopoulos, Ilias

Source: 2018 30th International Conference on Microelectronics (ICM) Microelectronics (ICM), 2018 30th International Conference on. :52-55 Dec, 2018

Relation: 2018 30th International Conference on Microelectronics (ICM)

Proceedings of the DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021)

Authors: Hannig, Frank, Meloni, Paolo, Spallanzani, Matteo, Ziegler, Matthias

Subject Terms: Computer Science - Hardware Architecture, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2102.00818

Optimizing Temporal Convolutional Network inference on FPGA-based accelerators

Authors: Carreras, Marco, Deriu, Gianfranco, Raffo, Luigi, Benini, Luca, Meloni, Paolo

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Hardware Architecture

Access URL: http://arxiv.org/abs/2005.03775

Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems
1st Workshop on design and architecture for signal and image processing, DASIP 2022

Authors: Busia, Paola, Theodorakopoulos, Ilias, Pothos, Vasileios, Fragoulis, Nikos, Meloni, Paolo

Source: Lecture notes in computer science. 13425:45-56

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607758953&indx=1&recIds=ETOCCN607758953

A closed-loop system for neural networks analysis through high density MEAs

Authors: Seu, Giovanni Pietro, Angotzi, Gian Nicola, Tuveri, Giuseppe, Raffo, Luigi, Berdondini, Luca, Maccione, Alessandro, Meloni, Paolo

Source: 2017 13th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME) Ph.D. Research in Microelectronics and Electronics (PRIME), 2017 13th Conference on. :321-324 Jun, 2017

Relation: 2017 13th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME)

A Microcontroller-Based Platform for Cognitive Tracking of Sensorimotor Training

Authors: Scrugli, Matteo Antonio, Blazica, Bojan, Raffo, Luigi, Meloni, Paolo

Source: IEEE access. 11:70778-70794

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187621326.0x000001&indx=1&recIds=ETOCvdc_100187621326.0x000001

On-FPGA Spiking Neural Networks for End-to-End Neural Decoding

Authors: Leone, Gianluca, Raffo, Luigi, Meloni, Paolo

Source: IEEE access. 11:41387-41399

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100181142179.0x000001&indx=1&recIds=ETOCvdc_100181142179.0x000001

A high-efficiency runtime reconfigurable IP for CNN acceleration on a mid-range all-programmable SoC

Authors: Meloni, Paolo, Deriu, Gianfranco, Conti, Francesco, Loi, Igor, Raffo, Luigi, Benini, Luca

Source: 2016 International Conference on ReConFigurable Computing and FPGAs (ReConFig) ReConFigurable Computing and FPGAs (ReConFig), 2016 International Conference on. :1-8 Nov, 2016

Relation: 2016 International Conference on ReConFigurable Computing and FPGAs (ReConFig)