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In recent years, both academia and industry have focused on the development of computational architectures inspired by the distributed, adaptive, and event-driven characteristics of biological neural systems, with the aim of reducing the computational cost associated with conventional training approaches [1]. However, …
In recent years, both academia and industry have focused on the development of computational architectures inspired by the distributed, adaptive, and event-driven characteristics of biological neural systems, with the aim of reducing the computational cost associated with conventional training approaches. However, a …
In recent years, both academia and industry have focused on the development of computational architectures inspired by the distributed, adaptive, and event-driven characteristics of biological neural systems, with the aim of reducing the computational cost associated with conventional training approaches. However, a …
M. Siano, Matteo Vismara, Matteo Mirigliano, B. Paroli et autres
Orbital Angular Momentum (OAM) beams offer high-dimensional multiplexing capabilities to increase channel capacity in free space optical communication (FSOC) systems. However, challenges to their full exploitation arise in long-distance and deep-space FSOC due to the acquired large beam size exceeding the linear …
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Matteo Vismara, Matteo Mirigliano, M. Siano, B. Paroli et autres
Free Space Optical Communication (FSOC) is gaining attention as a reliable alternative to radio frequency (RF) systems, driven by the saturation of RF bands and advancements in optical technologies. FSOC offers higher bandwidth and secure, directional laser beams that are harder to …
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M. Siano, Matteo Vismara, Matteo Mirigliano, Luca Teruzzi et autres
Radiation carrying Orbital Angular Momentum (OAM) is widely used in free space optical communication systems to realize parallel communication channels onto the same optical link through high-dimensional OAM mode multiplexing. OAM beams are generated at the transmission stage via holographic laser beam …
it (code pays fourni par la source)
Gianluca Martini, Elisa Tentori, Matteo Mirigliano, D. E. Galli et autres
Amid efforts to address energy consumption in modern computing systems, one promising approach takes advantage of random networks of non-linear nanoscale junctions formed by nanoparticles as substrates for neuromorphic computing. These networks exhibit emergent complexity and collective behaviors akin to biological neural …
it (code pays fourni par la source)
Francesco Mambretti, Matteo Mirigliano, Elisa Tentori, Nicolò Pedrani et autres
Nanostructured Au films fabricated by the assembling of nanoparticles produced in the gas phase have shown properties suitable for neuromorphic computing applications: they are characterized by a non-linear and non-local electrical behavior, featuring switches of the electric resistance whose activation is typically …
it (code pays fourni par la source)
Gianluca Martini, Matteo Mirigliano, B. Paroli, P. Milani
Abstract Unconventional Computing (UComp) identifies several data processing paradigms focused on exploiting emergent complexity and collective phenomena from various classes of physical substrates. Among UComp platforms, neuromorphic artificial systems aim at the reproduction of the human brain functions in terms of classification …
it (code pays fourni par la source)
Niko Carstens, Matteo Mirigliano, Thomas Strunskus, Franz Faupe et autres
In this work, gas phase synthesis of NPs is applied as it offers the benefit of a high purity, surfactant free deposition that is compatible with a broad range of substrates. At the example of three fundamentally different NP assemblies it is …
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Francesca Borghi, Matteo Mirigliano, D. Dellasega, P. Milani
it (code pays fourni par la source)
Matteo Mirigliano, B. Paroli, Gianluca Martini, Marco Fedrizzi et autres
Abstract Major efforts to reproduce the brain performances in terms of classification and pattern recognition have been focussed on the development of artificial neuromorphic systems based on top-down lithographic technologies typical of highly integrated components of digital computers. Unconventional computing has been …
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