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Memory-Augmented Quantum Reservoir Computing

Autor: Settino, J., Salatino, L., Mariani, L., Channab, M., Bozzolo, L., Vallisa, S., Barillà, P., Policicchio, A., Gullo, N. Lo, Giordano, A., Mastroianni, C., Plastina, F.

Reservoir computing (RC) is an effective method for predicting chaotic systems by using a high-dimensional dynamic reservoir with fixed internal weights, while keeping the learning phase linear, which simplifies training and reduces computational com

Externí odkaz: http://arxiv.org/abs/2409.09886

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The Dynamics of Instability

Autor: Barilla, César, Gonçalves, Duarte

We study a model in which two players with opposing interests try to alter a status quo through instability-generating actions. We show that instability can be used to secure longer-term durable changes, even if it is costly to generate and does not

Externí odkaz: http://arxiv.org/abs/2303.07285

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Variational Quantum Soft Actor-Critic for Robotic Arm Control

Autor: Acuto, Alberto, Barillà, Paola, Bozzolo, Ludovico, Conterno, Matteo, Pavese, Mattia, Policicchio, Antonio

Deep Reinforcement Learning is emerging as a promising approach for the continuous control task of robotic arm movement. However, the challenges of learning robust and versatile control capabilities are still far from being resolved for real-world ap

Externí odkaz: http://arxiv.org/abs/2212.11681

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Akademický článek

Testing calpain inhibition in tumor endothelial cells: novel targetable biomarkers against glioblastoma malignancy

Autor: Laura Guarnaccia, Stefania Elena Navone, Laura Begani, Emanuela Barilla, Emanuele Garzia, Rolando Campanella, Monica Miozzo, Laura Fontana, Giovanni Alotta, Chiara Cordiglieri, Chiara Gaudino, Luigi Schisano, Antonella Ampollini, Laura Riboni, Marco Locatelli, Giovanni Marfia

Publikováno v: Frontiers in Oncology, Vol 14 (2024)

IntroductionGlioblastoma IDH-wildtype (GBM) is the most malignant brain tumor in adults, with a poor prognosis of approximately 15 months after diagnosis. Most patients suffer from a recurrence in

Externí odkaz: https://doaj.org/article/4ff36f582b654f4c962dae7e5c58ef3e