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Bayesian network based extreme learning machine for subjectivity detection

Journal of the Franklin Institute, 2018-03, Vol.355 (4), p.1780-1797

2018

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T-RexNet-A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects

Sensors (Basel, Switzerland), 2021-02, Vol.21 (4), p.1252

2021

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Emotion Recognition on Edge Devices: Training and Deployment

Sensors (Basel, Switzerland), 2021-06, Vol.21 (13), p.4496

2021

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Random-based networks with dropout for embedded systems

Neural computing & applications, 2021-06, Vol.33 (12), p.6511-6526

2021

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Hardware-Aware Affordance Detection for Application in Portable Embedded Systems

IEEE access, 2021, Vol.9, p.123178-123193

2021

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Online Predictive Maintenance Monitoring Adopting Convolutional Neural Networks

Energies (Basel), 2021-08, Vol.14 (15), p.4711

2021

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Design and Implementation of Tiny Deep Neural Networks for Landing Pad Detection on UAVs

IEEE access, 2024, Vol.12, p.124009-124020

2024

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From a Chemotherapeutic Drug to a High-Performance Nanocatalyst: A Fast Colorimetric Test for Cisplatin Detection at ppb Level

Biosensors (Basel), 2022-05, Vol.12 (6), p.375

2022

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Advances in System-Integrated Intelligence: Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy

1, 2022

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Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus

Energies (Basel), 2020-03, Vol.13 (5), p.1109

2020

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Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics

IEEE transactions on industrial informatics, 2024-08, Vol.20 (8), p.10488-10498

2024

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A Novel Learning Strategy for the Trade-Off Between Accuracy and Computational Cost: A Touch Modalities Classification Case Study

IEEE sensors journal, 2022-01, Vol.22 (1), p.659-670

2022

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Affordance segmentation using tiny networks for sensing systems in wearable robotic devices

IEEE sensors journal, 2023-10, Vol.23 (19), p.1-1

2023

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Image Polarity Detection on Resource-Constrained Devices

IEEE intelligent systems, 2020-11, Vol.35 (6), p.50-57

2020

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Balancing computational complexity and generalization ability: A novel design for ELM

Neurocomputing (Amsterdam), 2020-08, Vol.401, p.405-417

2020

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Design and Deployment of an Image Polarity Detector with Visual Attention

Cognitive computation, 2022-01, Vol.14 (1), p.261-273

2022

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Toward hardware-aware deep-learning-based dialogue systems

Neural computing & applications, 2022-07, Vol.34 (13), p.10397-10408

2022

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Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection

IEEE internet of things journal, 2024-10, Vol.11 (19), p.31745-31757

2024

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A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices

IEEE transactions on circuits and systems. II, Express briefs, 2018-08, Vol.65 (8), p.1104-1108

2018

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An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices

Neural computing & applications, 2023-03, Vol.35 (9), p.6753-6766

2023

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Semiquantitative Determination of Thiocyanate in Saliva Through Colorimetric Assays: Design of CNN Architecture via Input-Aware NAS

IEEE sensors journal, 2023-12, Vol.23 (23), p.29869-29876

2023

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A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices

Neural processing letters, 2020-04, Vol.51 (2), p.1611-1629

2020

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A Survey on Deep Learning in Image Polarity Detection: Balancing Generalization Performances and Computational Costs

Electronics (Basel), 2019-07, Vol.8 (7), p.783

2019

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Vibration Monitoring in the Compressed Domain With Energy-Efficient Sensor Networks

IEEE sensors letters, 2023-08, Vol.7 (8), p.1-4

2023

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Trade-Off Between Accuracy and Computational Cost With Neural Architecture Search: A Novel Strategy for Tactile Sensing Design

IEEE sensors letters, 2023-05, Vol.7 (5), p.1-4

2023

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Bayesian network based extreme learning machine for subjectivity detection

T-RexNet-A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects

Emotion Recognition on Edge Devices: Training and Deployment

Random-based networks with dropout for embedded systems

Hardware-Aware Affordance Detection for Application in Portable Embedded Systems

Online Predictive Maintenance Monitoring Adopting Convolutional Neural Networks

Design and Implementation of Tiny Deep Neural Networks for Landing Pad Detection on UAVs

From a Chemotherapeutic Drug to a High-Performance Nanocatalyst: A Fast Colorimetric Test for Cisplatin Detection at ppb Level

Advances in System-Integrated Intelligence: Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy

Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus

Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics

A Novel Learning Strategy for the Trade-Off Between Accuracy and Computational Cost: A Touch Modalities Classification Case Study

Affordance segmentation using tiny networks for sensing systems in wearable robotic devices

Image Polarity Detection on Resource-Constrained Devices

Balancing computational complexity and generalization ability: A novel design for ELM

Design and Deployment of an Image Polarity Detector with Visual Attention

Toward hardware-aware deep-learning-based dialogue systems

Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection

A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices

An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices

Semiquantitative Determination of Thiocyanate in Saliva Through Colorimetric Assays: Design of CNN Architecture via Input-Aware NAS

A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices

A Survey on Deep Learning in Image Polarity Detection: Balancing Generalization Performances and Computational Costs

Vibration Monitoring in the Compressed Domain With Energy-Efficient Sensor Networks

Trade-Off Between Accuracy and Computational Cost With Neural Architecture Search: A Novel Strategy for Tactile Sensing Design

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