Zobrazeno 1 - 10
of 278
pro vyhledávání: '"Massimiliano Di Ventra"'
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-8 (2024)
Abstract In the pursuit of scalable and energy-efficient neuromorphic devices, recent research has unveiled a novel category of spiking oscillators, termed “thermal neuristors.” These devices function via thermal interactions among neighboring va
Externí odkaz:
https://doaj.org/article/3a0910fcb2d2471b979db250054f851e
Autor:
Haik Manukian, Massimiliano Di Ventra
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-8 (2021)
Abstract The deep extension of the restricted Boltzmann machine (RBM), known as the deep Boltzmann machine (DBM), is an expressive family of machine learning models which can serve as compact representations of complex probability distributions. Howe
Externí odkaz:
https://doaj.org/article/95741509c9624ceab2c63fcbc316be4c
Autor:
Nan Du, Xianyue Zhao, Ziang Chen, Bhaskar Choubey, Massimiliano Di Ventra, Ilona Skorupa, Danilo Bürger, Heidemarie Schmidt
Publikováno v:
Frontiers in Neuroscience, Vol 15 (2021)
Emerging brain-inspired neuromorphic computing paradigms require devices that can emulate the complete functionality of biological synapses upon different neuronal activities in order to process big data flows in an efficient and cognitive manner whi
Externí odkaz:
https://doaj.org/article/c087d107f6af478cbdcbd488b5f5af0e
Publikováno v:
Complexity, Vol 2018 (2018)
Optimization problems pervade essentially every scientific discipline and industry. A common form requires identifying a solution satisfying the maximum number among a set of many conflicting constraints. Often, these problems are particularly diffic
Externí odkaz:
https://doaj.org/article/7066cf9345f14227b6881417b4292550
Publikováno v:
New Journal of Physics, Vol 20, Iss 11, p 115005 (2018)
We propose a method to probe the local density of states (LDOS) of atomic systems that provides both spatial and energy resolution. The method combines atomic and tunneling techniques to supply a simple, yet quantitative and operational, definition o
Externí odkaz:
https://doaj.org/article/f6f64a9c7b8643d2821f4c108fae03fb
Publikováno v:
AIP Advances, Vol 2, Iss 3, Pp 032154-032154-9 (2012)
We present a method for achieving temporally and spatially precise photoactivation of neurons without the need for genetic expression of photosensitive proteins. Our method depends upon conduction of thermal energy via absorption by chemically inert
Externí odkaz:
https://doaj.org/article/b3434ceda88644a6af08b86549f95477
Publikováno v:
New Journal of Physics, Vol 15, Iss 6, p 063026 (2013)
The study of time-dependent, many-body transport phenomena is increasingly within reach of ultra-cold atom experiments. We show that the introduction of spatially inhomogeneous interactions, e.g., generated by optically controlled collisions, induce
Externí odkaz:
https://doaj.org/article/3fc3b4ef42694633a8bc54fb28c2507c
Autor:
Massimiliano Di Ventra
This book looks at how science investigates the natural world around us. It is an examination of the scientific method, the foundation of science, and basis on which our scientific knowledge is built on. Written in a clear, concise, and colloquial st
Publikováno v:
Physical Review B. 107
Inspired by the advancements in large language models based on transformers, we introduce the transformer quantum state (TQS): a versatile machine learning model for quantum many-body problems. In sharp contrast to Hamiltonian/task specific models, T
Publikováno v:
SpringerBriefs in Physics ISBN: 9783031256240
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4108cae655dabdd2c2bd0229bb14cee5
https://doi.org/10.1007/978-3-031-25625-7_2
https://doi.org/10.1007/978-3-031-25625-7_2