Zobrazeno 1 - 10
of 39
pro vyhledávání: '"De Felice, Giovanni"'
Autor:
Yin, Zhenghao, Agresti, Iris, de Felice, Giovanni, Brown, Douglas, Toumi, Alexis, Pentangelo, Ciro, Piacentini, Simone, Crespi, Andrea, Ceccarelli, Francesco, Osellame, Roberto, Coecke, Bob, Walther, Philip
Recently, machine learning had a remarkable impact, from scientific to everyday-life applications. However, complex tasks often imply unfeasible energy and computational power consumption. Quantum computation might lower such requirements, although i
Externí odkaz:
http://arxiv.org/abs/2407.20364
Virtual sensing techniques allow for inferring signals at new unmonitored locations by exploiting spatio-temporal measurements coming from physical sensors at different locations. However, as the sensor coverage becomes sparse due to costs or other c
Externí odkaz:
http://arxiv.org/abs/2402.12598
Experimental setups based on linear optical circuits and single photon sources offer a promising platform for near-term quantum machine learning. However, current applications are all based on support vector machines and gradient-free optimization me
Externí odkaz:
http://arxiv.org/abs/2401.07997
DisCoPy is a Python toolkit for computing with monoidal categories. It comes with two flexible data structures for string diagrams: the first one for planar monoidal categories based on lists of layers, the second one for symmetric monoidal categorie
Externí odkaz:
http://arxiv.org/abs/2311.10608
Autor:
de Felice, Giovanni, Shaikh, Razin A., Poór, Boldizsár, Yeh, Lia, Wang, Quanlong, Coecke, Bob
Publikováno v:
EPTCS 384, 2023, pp. 20-46
In this paper, we develop a graphical calculus to rewrite photonic circuits involving light-matter interactions and non-linear optical effects. We introduce the infinite ZW calculus, a graphical language for linear operators on the bosonic Fock space
Externí odkaz:
http://arxiv.org/abs/2306.02114
We introduce monoidal streams. Monoidal streams are a generalization of causal stream functions, which can be defined in cartesian monoidal categories, to arbitrary symmetric monoidal categories. In the same way that streams provide semantics to data
Externí odkaz:
http://arxiv.org/abs/2212.14494
Autor:
de Felice, Giovanni
This thesis develops the translation between category theory and computational linguistics as a foundation for natural language processing. The three chapters deal with syntax, semantics and pragmatics. First, string diagrams provide a unified model
Externí odkaz:
http://arxiv.org/abs/2212.06636
DisCoPy (Distributional Compositional Python) is an open source toolbox for computing with string diagrams and functors. In particular, the diagram data structure allows to encode various kinds of quantum processes, with functors for classical simula
Externí odkaz:
http://arxiv.org/abs/2205.05190
Autor:
de Felice, Giovanni, Coecke, Bob
Publikováno v:
EPTCS 394, 2023, pp. 83-100
We establish a formal bridge between qubit-based and photonic quantum computing. We do this by defining a functor from the ZX calculus to linear optical circuits. In the process we provide a compositional theory of quantum linear optics which allows
Externí odkaz:
http://arxiv.org/abs/2204.12985
We introduce monoidal streams: a generalization of causal stream functions to monoidal categories. In the same way that streams provide semantics to dataflow programming with pure functions, monoidal streams provide semantics to dataflow programming
Externí odkaz:
http://arxiv.org/abs/2202.02061