Ceccarelli, Francesco
- CIN++: Enhancing Topological Message Passing
2023/06/06 by Lorenzo Giusti, Giusti, Lorenzo, Teodora Reu +7 · 5 citations
Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks #Neural dynamics and brain function
- Experimental quantum-enhanced kernels on a photonic processor
2024/07/29 by Zhenghao Yin, Iris Agresti, Yin, Zhenghao +21 · 5 citations
Computer Science · Engineering · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices #Quantum Physics (quant-ph)
- Variational approach to photonic quantum circuits via the parameter shift rule
2024/10/09 by Hoch, Francesco, Rodari, Giovanni, Giordani, Taira +9 · 6 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Semi-device independent characterization of multiphoton indistinguishability
2024/04/29 by Giovanni Rodari, Rodari, Giovanni, Leonardo Novo +33 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Fluorescence Microscopy Techniques #FOS: Physical sciences #Near-Field Optical Microscopy #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Experimental observation of counter-intuitive features of photonic bunching
2024/10/21 by Rodari, Giovanni, Fernandes, Carlos, Caruccio, Eugenio +14 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation
2022/01/02 by Tavakoli, Mohammadamin, Shmakov, Alexander, Ceccarelli, Francesco +1 · 1 citation
#Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Photonic Quantum Convolutional Neural Networks with Adaptive State Injection
2025/04/29 by Monbroussou, Léo, Polacchi, Beatrice, Yacoub, Verena +14 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Experimental verification of threshold quantum state tomography on a fully-reconfigurable photonic integrated circuit
2025/04/07 by Eugenio Caruccio, Caruccio, Eugenio, Diego Maragnano +27 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Neural Networks and Reservoir Computing
- Demonstration of Hardware Efficient Photonic Variational Quantum Algorithm
2024/08/19 by Iris Agresti, Agresti, Iris, Koushik Paul +22 · 2 citations
Engineering · Computer Science · #Optical Network Technologies #Neural Networks and Reservoir Computing #Advanced Photonic Communication Systems
- A low-loss, 24-mode laser-written universal photonic processor in a glass-based platform
2025/05/02 by Andrea Barzaghi, Barzaghi, Andrea, Maëlle Bénéfice +23 · 4 citations
Computer Science · Engineering · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices #Quantum Physics (quant-ph)
- Neural Embeddings for Protein Graphs
2023/06/07 by Francesco Ceccarelli, Ceccarelli, Francesco, Lorenzo Giusti +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- Experimental neuromorphic computing based on quantum memristor
2025/04/25 by Mirela Selimović, Selimović, Mirela, Iris Agresti +19 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)