Showing results 1 to 50 of 89
Title Issue Date Author(s) Journal Publisher
All-Spiking ECG Analysis for Arrhythmia Classification on Low-Power FPGA 1-Jan-2026 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Raffo, Luigi; Meloni, Paolo IEEE SENSORS JOURNAL -
Endoscopy Image Classification for Wireless Capsules with CNNs on Microcontroller-Based Platforms 1-Jan-2025 Busia, Paola; Pinna, Andrea; Meloni, Paolo - Springer Science and Business Media Deutschland GmbH
ESTU: Enabling Spiking Transformers on Ultra-Low-Power FPGAs 1-Jan-2025 Leone, Gianluca; Busia, Paola; Orrù, Mauro; Raffo, Luigi; Meloni, Paolo IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS -
Wearable epilepsy seizure detection on FPGA with spiking neural networks 1-Jan-2025 Busia, Paola; Leone, Gianluca; Matticola, Andrea; Raffo, Luigi; Meloni, Paolo IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS -
On-FPGA Spiking Neural Networks for Integrated Near-Sensor ECG Analysis 1-Jan-2024 Scrugli, Matteo Antonio; Busia, Paola; Leone, Gianluca; Meloni, Paolo - -
SYNtzulu: A Tiny RISC-V-Controlled SNN Processor for Real-Time Sensor Data Analysis on Low-Power FPGAs 1-Jan-2024 Leone, G.; Scrugli, M. A.; Badas, L.; Martis, L.; Raffo, L.; Meloni, P. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS -
A tiny transformer for low-power arrhythmia classification on microcontrollers 1-Jan-2024 Busia, Paola; Scrugli, Matteo Antonio; Jung, Victor Jean-Baptiste; Benini, Luca; Meloni, Paolo IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS -
Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs 1-Jan-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 -
Real-Time sEMG Processing with Spiking Neural Networks on a Low-Power 5K-LUT FPGA 1-Jan-2024 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Raffo, Luigi; Meloni, Paolo IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS -
sEMG-based gesture recognition with spiking neural networks on low-power FPGA 1-Jan-2024 Scrugli, Matteo Antonio; Leone, Gianluca; Busia, Paola; Meloni, Paolo - Springer
Low-Power FPGA-based Spiking Neural Networks for Real-Time Decoding of Intracortical Neural Activity 1-Jan-2024 Martis, Luca; Leone, Gianluca; Raffo, Luigi; Meloni, Paolo IEEE SENSORS JOURNAL -
Exploiting FPGAs and spiking neural networks at the micro-Edge: the EdgeAI approach 1-Jan-2024 Meloni, Paolo; Busia, Paola; Leone, Gianluca; Martis, Luca; Scrugli, Matteo A. - Springer
Design of an AI-driven Architecture with Cobots for Digital Transformation to Enhance Quality Control in the Food Industry 1-Jan-2024 Busia, P.; Marche, C.; Meloni, P.; Reforgiato Recupero, D. - Association for Computing Machinery
On-FPGA Spiking Neural Networks for End-to-End Neural Decoding 1-Jan-2023 Leone, G; Raffo, L; Meloni, P IEEE ACCESS -
An Automated Design Flow for Adaptive Neural Network Hardware Accelerators 1-Jan-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 -
An Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition 1-Jan-2022 Scrugli, M. A.; Blazica, B.; Meloni, P. - Springer
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices 1-Jan-2022 Busia, Paola; Cossettini, Andrea; Ingolfsson, Thorir Mar; Benatti, Simone; Burrello, Alessio; Scherer, Moritz; Scrugli, Matteo Antonio; Meloni, Paolo; Benini, Luca - Institute of Electrical and Electronics Engineers Inc.
Target-Aware Neural Architecture Search and Deployment for Keyword Spotting 1-Jan-2022 Busia, P.; Deriu, G.; Rinelli, L.; Chesta, C.; Raffo, L.; Meloni, P. IEEE ACCESS -
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things 1-Jan-2022 Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P. IEEE ACCESS -
A Bandwidth-Efficient Emulator of Biologically-Relevant Spiking Neural Networks on FPGA 1-Jan-2022 Leone, G; Raffo, L; Meloni, P IEEE ACCESS -
Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems 1-Jan-2022 Busia, P.; Theodorakopoulos, I.; Pothos, V.; Fragoulis, N.; Meloni, P. - Springer
Runtime adaptive iomt node on multi-core processor platform 1-Jan-2021 Scrugli, M. A.; Meloni, P.; Sau, C.; Raffo, L. ELECTRONICS -
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge 1-Jan-2021 Busia, Paola; Minakova, Svetlana; Stefanov, Todor; Raffo, Luigi; Meloni, Paolo IEEE ACCESS -
Task-Specific Automation in Deep Learning Processes 1-Jan-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
Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators 1-Jan-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-Jan-2020 Leone, G.; Raffo, L.; Meloni, P. IEEE ACCESS -
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge 1-Jan-2020 Meloni, P.; Loi, D.; Deriu, G.; Carreras, M.; Conti, F.; Capotondi, A.; Rossi, D. IEEE EMBEDDED SYSTEMS LETTERS -
Runtime-adaptive cognitive IoT nodes 1-Jan-2019 Scrugli, M. A.; Loi, D.; Raffo, L.; Meloni, P. - CEUR-WS
Sustainable water management in quality wine-making 1-Jan-2019 Soccol, M.; Perra, A.; Loddo, S.; Meloni, P.; Barbaro, M.; Cascio, M. L.; Sirca, C. - Institute of Electrical and Electronics Engineers Inc.
Flexible acceleration of convolutions on FPGAs: Planning NEURAghe 2.0 1-Jan-2019 Carreras, M.; Deriu, G.; Meloni, P. - CEUR-WS
Optimization and deployment of CNNs at the Edge: The ALOHA experience 1-Jan-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
Architecture-aware design and implementation of CNN algorithms for embedded inference: The ALOHA project 1-Jan-2018 Meloni, P.; Loi, D.; Deriu, G.; Pimentel, A. D.; Saprat, D.; Pintor, M.; Biggio, B.; Ripolles, O.; Solans, D.; Conti, F.; Benini, L.; Stefanov, T.; Minakova, S.; Moser, B.; Shepeleva, N.; Masin, M.; Palumbo, F.; Fragoulis, N.; Theodorakopoulos, I. - Institute of Electrical and Electronics Engineers Inc.
ALOHA: An architectural-aware framework for deep learning at the edge 1-Jan-2018 Meloni, P.; Loi, D.; Deriu, G.; Ripolles, O.; Solans, D.; Pimentel, A. D.; Sapra, D.; Pintor, Maura; Biggio, B.; Moser, B.; Shepeleva, N.; Stefanov, T.; Minakova, S.; Conti, F.; Benini, L.; Fragoulis, N.; Theodorakopoulos, I.; Masin, M.; Palumbo, F. - Association for Computing Machinery
Neuraghe: exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs 1-Jan-2018 Meloni, Paolo; Capotondi, Alessandro; Deriu, Gianfranco; Brian, Michele; Conti, Francesco; Rossi, Davide; Raffo, Luigi; Benini, Luca ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS -
Exploiting All Programmable SoCs in Neural Signal Analysis: A Closed-Loop Control for Large-Scale CMOS Multielectrode Arrays 1-Jan-2018 Seu, Giovanni Pietro; Angotzi, Gian Nicola; Boi, Fabio; Raffo, Luigi; Berdondini, Luca; Meloni, Paolo IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS -
On-FPGA real-time processing of biological signals from high-density MEAs: A design space exploration 1-Jan-2017 Seu, Giovanni Pietro; Angotzi, Gian Nicola; Tuveri, Giuseppe; Raffo, Luigi; Berdondini, Luca; Maccione, Alessandro; Meloni, Paolo - Institute of Electrical and Electronics Engineers Inc.
Real-Time neural signal decoding on heterogeneous MPSocs based on VLIW ASIPs 1-Jan-2017 Meloni, Paolo; Rubattu, Claudio; Tuveri, Giuseppe; Pani, Danilo; Raffo, Luigi; Palumbo, Francesca JOURNAL OF SYSTEMS ARCHITECTURE -
Power-Awarness in Coarse-Grained Reconfigurable Multi-Functional Architectures: a Dataflow Based Strategy 1-Jan-2017 Palumbo, Francesca; Fanni, Tiziana; Sau, Carlo; Meloni, Paolo JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY -
Real-Time neural signal decoding on heterogeneous MPSocs based on VLIW ASIPs 1-Jan-2017 Meloni, P.; Rubattu, C.; Tuveri, G.; Pani, D.; Raffo, L.; Palumbo, F. JOURNAL OF SYSTEMS ARCHITECTURE -
Challenging the Best HEVC Fractional Pixel FPGA Interpolators With Reconfigurable and Multifrequency Approximate Computing 1-Jan-2017 Sau, Carlo; Palumbo, Francesca; Pelcat, M; Heulot, J; Nogues, E; Menard, D; Meloni, Paolo; Raffo, Luigi IEEE EMBEDDED SYSTEMS LETTERS -
An FPGA platform for real-time simulation of spiking neuronal networks 1-Jan-2017 Pani, Danilo; Meloni, Paolo; Tuveri, Giuseppe; Palumbo, Francesca; Massobrio, Paolo; Raffo, Luigi FRONTIERS IN NEUROSCIENCE -
Power and clock gating modelling in coarse grained reconfigurable systems 1-Jan-2016 Fanni, Tiziana; Sau, Carlo; Meloni, Paolo; Raffo, Luigi; Palumbo, Francesca - ACM
A high-efficiency runtime reconfigurable IP for CNN acceleration on a mid-range all-programmable SoC 1-Jan-2016 Meloni, Paolo; Deriu, Gianfranco; Conti, Francesco; Loi, Igor; Raffo, Luigi; Benini, Luca - Institute of Electrical and Electronics Engineers
Runtime Energy versus Quality Tuning in Motion Compensation Filters for HEVC 1-Jan-2016 Palumbo, Francesca; Sau, Carlo; Evangelista, Davide; Meloni, Paolo; Pelcat, Maxime; Raffo, Luigi - Elsevier B.V.
Curbing the roofline: A scalable and flexible architecture for CNNs on FPGA 1-Jan-2016 Meloni, Paolo; Deriu, Gianfranco; Conti, Francesco; Loi, Igor; Raffo, Luigi; Benini, Luca - Association for Computing Machinery, Inc
Automated Design Flow for Multi-Functional Dataflow-Based Platforms 1-Jan-2016 Sau, Carlo; Meloni, Paolo; Raffo, Luigi; Palumbo, Francesca; Bezati, E; Casale Brunet, S; Mattavelli, M. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY -
Real-time neural signals decoding onto off-the-shelf DSP processors for neuroprosthetic applications 1-Jan-2016 Pani, Danilo; Barabino, Gianluca; Citi, Luca; Meloni, Paolo; Raspopovic, Stanisa; Micera, Silvestro; Raffo, Luigi IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING -
MPSoCs for real-time neural signal decoding: A low-power ASIP-based implementation 1-Jan-2016 Meloni, Paolo; Palumbo, Francesca; Rubattu, Claudio; Tuveri, Giuseppe; Pani, Danilo; Raffo, Luigi MICROPROCESSORS AND MICROSYSTEMS -
On-the-fly adaptivity for process networks over shared-memory platforms 1-Jan-2016 Tuveri, Giuseppe; Meloni, Paolo; Palumbo, Francesca; Pietro Seu, Giovanni; Loi, Igor; Conti, Francesco; Raffo, Luigi MICROPROCESSORS AND MICROSYSTEMS -
SS-design: Dataflow-based design of coarse-grained: Reconfigurable platforms reconfigurable platform composer tool project - Extended abstract 1-Jan-2016 Palumbo, Francesca; Sau, Carlo; Fanni, Tiziana; Meloni, Paolo; Raffo, Luigi - Institute of Electrical and Electronics Engineers Inc.
Showing results 1 to 50 of 89
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