deep+learning - Search Results

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Methods for real-time wideband RF waveform and emission classification

Published: 1/29/2025 | Inventor(s): Tommaso Melodia, Milin Zhang, Salvatore D'Oro, Daniel Uvaydov, Francesco Restuccia, Clifton Robinson
Keywords(s): Deep learning, O-RAN, Spectrum sensing
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
SEM-O-RAN: Semantic NextG O-RAN Slicing for Data-Driven Edge-Assisted Mobile Applications

Published: 1/31/2025 | Inventor(s): Corrado Puligheddu, Francesco Restuccia, Carla Fabiana Chiasserini
Keywords(s): 5G and beyond, 5G Networks, 6G, Deep learning, Machine Learning, Mobile devices, O-RAN, Semantics, Software-defined Networks
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
SplitBeam: Rethinking Beamforming Feedback in MU-MIMO Wi-Fi Systems Through Split Neural Networks

Published: 1/31/2025 | Inventor(s): Niloofar Bahadori, Francesco Restuccia, Marco Levorato, Yoshitomo Matsubara
Keywords(s): Deep learning, MU-MIMO, Split Computing, Wi-Fi
Category(s): Technology Classifications > 3. Computer Science
Rheology-Informed Neural Networks for complex fluids

Published: 9/10/2024 | Inventor(s): Mohammadamin Mahmoudabadbozchelou, Safa Jamali
Keywords(s): 3D Printer, Adaptive, Artificial intelligence, Biotech, Computational Modeling, Deep learning, Fabrication, Machine Learning, Manufacturing, Materials, Oil/petroleum, Process Engineering
Category(s): Technology Classifications > 2. Physical Science, Technology Classifications > 3. Computer Science, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Neural Networks, Not in use > -Oil and Gas
DeepBeam: Coordination-Free mmWave Beam Management With Deep Waveform Learning

Published: 1/31/2025 | Inventor(s): Michele Polese, Francesco Restuccia, Tommaso Melodia
Keywords(s): 5G Networks, 5g NR, Artificial intelligence, Beam, Beam Management, Communications, Deep learning, Machine Learning, Millimeter Wave Spectrum, Mobile devices, Next-generation Mobile Networks, Phased-Array
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT, Not in use > -Networks

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