Massimo Panella

Publications

Title Published on Year
All-optical logic gates based on semiconductor optical amplifiers for implementing deep recurrent neural networks Atti della 53.ma Riunione Annuale dell’Associazione Società Italiana di Elettronica (SIE) 2022
Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks Communications in Computer and Information Science 2022
An Indirect Approach to Forecast Produced Power on Photovoltaic Plants Under Uneven Shading Conditions Communications in Computer and Information Science 2022
Detection of Autism Spectrum Disorder by a Fast Deep Neural Network Applied Intelligence and Informatics 2022
Reti neurali quantistiche per dispositivi Noisy Intermediate-Scale Quantum (NISQ) Memorie ET2022 2022
Reti neurali randomizzate per la predizione di serie energetiche Memorie ET2022 2022
Calcolo iperdimensionale e architetture a vettori simbolici per le reti neurali Memorie ET2022 2022
Deep learning per la predizione multivariata di serie energetiche Memorie ET2022 2022
Spatiotemporal graph neural network per energy forecasting e anomaly detection Memorie ET2022 2022
A comparison of machine learning classifiers for smartphone-based gait analysis MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING 2021
Two-stage dynamic management in energy communities using a decision system based on elastic net regularization APPLIED ENERGY 2021
2-D Convolutional Deep Neural Network for Multivariate Energy Time Series Prediction ENERGIES 2021
A decentralized algorithm for distributed ensemble clustering INFORMATION SCIENCES 2021
Time series prediction with autoencoding LSTM networks Advances in Computational Intelligence (LNCS 12862) 2021
On effects of compression with hyperdimensional computing in distributed randomized neural networks Advances in Computational Intelligence (LNCS 12862) 2021
Deep learning-based structural health monitoring for damage detection on a large space antenna ACTA ASTRONAUTICA 2021
A blockwise embedding for multi-day-ahead prediction of energy time series by randomized deep neural networks Proceedings of the International Joint Conference on Neural Networks 2021
Hyperdimensional computing for efficient distributed classification with randomized neural networks Proceedings of the International Joint Conference on Neural Networks 2021
Design of an LSTM cell on a quantum hardware IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS 2021
Artificial intelligence as enabler for sustainable development 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings 2021

Progetti di Ricerca

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