Emanuele Torti
Orcid: 0000-0001-8437-8227
According to our database1,
Emanuele Torti
authored at least 36 papers
between 2013 and 2024.
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Bibliography
2024
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods.
Sensors, March, 2024
2023
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
2022
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application.
Sensors, 2022
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images.
Sensors, 2022
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
Sensors, 2022
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
2021
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices.
Microprocess. Microsystems, November, 2021
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer.
Frontiers Comput. Neurosci., 2021
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification.
Comput. Biol. Medicine, 2021
2020
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms.
IEEE Access, 2020
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020
2019
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations.
Sci. Program., 2019
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection.
Microprocess. Microsystems, 2019
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells.
J. Parallel Distributed Comput., 2019
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
IEEE Access, 2019
Proceedings of the 27th Euromicro International Conference on Parallel, 2019
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019
2018
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Sensors, 2018
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs.
Microprocess. Microsystems, 2018
J. Real Time Image Process., 2018
A suite of parallel algorithms for efficient band selection from hyperspectral images.
J. Real Time Image Process., 2018
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018
2017
Block matching super-resolution parallel GPU implementation for computational imaging.
IEEE Trans. Consumer Electron., 2017
Comput. Biol. Medicine, 2017
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017
Proceedings of the Euromicro Conference on Digital System Design, 2017
2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells.
Microprocess. Microsystems, 2016
2015
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding.
Proceedings of the 2015 Euromicro Conference on Digital System Design, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013