Giovanni Danese

Computer Science · Physical Sciences

12h-index610citations93works2.32yr avg
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Research Topics

Parallel Computing and Optimization Techniques(13), Advanced Memory and Neural Computing(9), Remote-Sensing Image Classification(9), Embedded Systems Design Techniques(7), Neural dynamics and brain function(6)

Publications93 total

STRATUM project: AI-based point of care computing for neurosurgical 3D decision support tools
Microprocessors and Microsystems·2025· 2 citedOpen Access
Parallel Simulations of the Sharp Wave-Ripples of the Hippocampus on Multicore CPUs and GPUs
Applied Sciences·2024Open Access
Artificial Intelligence for the Evaluation of Postures Using Radar Technology: A Case Study
Sensors·2024· 2 citedOpen Access
3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project
2024· 3 citedOpen Access
HS2RGB: an Encoder Approach to Transform Hyper-Spectral Images to Enriched RGB Images
2024· 1 cited
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging
The Journal of Supercomputing·2024· 6 citedOpen Access
Ambient assisted living for frail people through human activity recognition: state-of-the-art, challenges and future directions
Frontiers in Neuroscience·2023· 23 citedOpen Access
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs
2023· 5 cited
Spatial–Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 13 citedOpen Access
Machine-Learning-Based COVID-19 and Dyspnoea Prediction Systems for the Emergency Department
Applied Sciences·2022· 2 citedOpen Access
Towards the Simulation of a Realistic Large-Scale Spiking Network on a Desktop Multi-GPU System
Bioengineering·2022· 1 citedOpen Access
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images
2022 11th Mediterranean Conference on Embedded Computing (MECO)·2022· 10 cited
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices
Microprocessors and Microsystems·2021· 7 cited
An Hardware Recurrent Neural Network for Wearable Devices
2020· 6 cited
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms
IEEE Access·2020· 52 citedOpen Access
High-Level Synthesis of Multiclass SVM Using Code Refactoring to Classify Brain Cancer from Hyperspectral Images
Electronics·2019· 11 citedOpen Access
High Speed Wireless Optical System for Motorsport Data Loggers
Electronics·2019· 1 citedOpen Access
Conference Organization PDP 2019
2019Open Access
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells
Journal of Parallel and Distributed Computing·2018· 4 cited
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images
Sensors·2018· 43 citedOpen Access
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Frequent Co-authors

Francesco Leporati(45), Emanuele Torti(23), Elisa Marenzi(10), Gustavo M. Callicó(8), Giordana Florimbi(7), M. Giachero(7), N. Nazzicari(7), Himar Fabelo(6), Antonio Plaza(5), Samuel Ortega(4), R. Lombardi(4), D. Dotti(4), A. Spelgatti(4), Stefano Masoli(3), Egidio D’Angelo(3), Giulia Matrone(3), I. De Lotto(3), Raquel León(3), Eduardo Juárez(2), Roberto Sarmiento(2)