Publications related to Statistical randomness

Certification of the efficient random number generation technique based on single-photon detector arrays and time-to-digital converters

Edoardo Charbon, Samuel Burri

True random number generators (TRNGs) allow the generation of true random bit sequences, guaranteeing the unpredictability and perfect balancing of the generated values. TRNGs can be realised from the sampling of quantum phenomena, for instance, the detect ...

Hoboken2021

Random flip-flop: adding quantum randomness to digital circuits for improved cyber security, artificial intelligence and more

Edoardo Charbon, Claudio Bruschini, Ivan Michel Antolovic, Mario Stipcevic

Harnessing quantum randomness for the generation of random numbers is an important concept crucial for information security and many other computer-related applications. Quantum random number generators (QRNGs) are evolving from bulky, slow, and expensive ...

SPIE2021

Design using randomness: a new dimension for metallurgy

William Curtin

High entropy alloys add a new dimension, atomic-scale randomness and the associated scale-dependent composition fluctuations, to the traditional metallurgical axes of time-temperature-composition-microstructure. Alloy performance is controlled by the energ ...

PERGAMON-ELSEVIER SCIENCE LTD2020

Efficient random number generation techniques for CMOS single-photon avalanche diode array exploiting fast time tagging units

Edoardo Charbon, Samuel Burri

This work presents a technique to produce random bits by exploiting single-photon time of arrival. Two quantum random number generator (QRNG) devices based on the field programmable gate array (FPGA) technology are presented: Randy, which uses one discrete ...

AMER PHYSICAL SOC2020

Subthreshold Logic for Low-Area and Energy Efficient True Random Number Generator

Maher Kayal, Mathieu Yves Hervé Coustans, Thomas Eberhardt, Laurent Fesquet

This paper discusses the advantages of subthreshold logic for True Random Number Generators (TRNG). In this work, the entropy is modeled, and a lower bound of Shannon's entropy per output bit can quickly be estimated. Thanks to this model, sizing TRNGs in ...

IEEE2018

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Nicolas Macris, Florent Gérard Krzakala, Lenka Zdeborová, Jean François Emmanuel Barbier

Heuristic tools from statistical physics have been used in the past to locate the phase transitions and compute the optimal learning and generalization errors in the teacher-student scenario in multi-layer neural networks. In this contribution, we provide ...

NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)2018

Quasi-random numbers for copula models

Mathieu Jacques David Cambou

The present work addresses the question how sampling algorithms for commonly applied copula models can be adapted to account for quasi-random numbers. Besides sampling methods such as the conditional distribution method (based on a one-to-one transformatio ...

Springer2017

Unraveling Brittle-Fracture Statistics from Intermittent Patterns Formed During Femtosecond Laser Exposure

Yves Bellouard, Max-Olivier Hongler, Christos Edouardos Athanasiou

Femtosecond-laser-written patterns at the surface of brittle materials may show at random times spontaneous alternations from regular to disordered structures and vice versa. Here, we show that these random transitions carry relevant statistical informatio ...

2017

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Statistical randomness

Exploration-based model learning with self-attention for risk-sensitive robot control

Certification of the efficient random number generation technique based on single-photon detector arrays and time-to-digital converters

Random flip-flop: adding quantum randomness to digital circuits for improved cyber security, artificial intelligence and more

Design using randomness: a new dimension for metallurgy

Efficient random number generation techniques for CMOS single-photon avalanche diode array exploiting fast time tagging units

Subthreshold Logic for Low-Area and Energy Efficient True Random Number Generator

Neuronal morphologies: the shapes of thoughts

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Quasi-random numbers for copula models

Unraveling Brittle-Fracture Statistics from Intermittent Patterns Formed During Femtosecond Laser Exposure

Graph Chatbot

Chat with Graph Search

Random flip-flop: adding quantum randomness to digital circuits for improved cyber security, artificial intelligence and more

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Exploration-based model learning with self-attention for risk-sensitive robot control

Efficient random number generation techniques for CMOS single-photon avalanche diode array exploiting fast time tagging units

Design using randomness: a new dimension for metallurgy

Certification of the efficient random number generation technique based on single-photon detector arrays and time-to-digital converters

Subthreshold Logic for Low-Area and Energy Efficient True Random Number Generator

Quasi-random numbers for copula models

Neuronal morphologies: the shapes of thoughts

Unraveling Brittle-Fracture Statistics from Intermittent Patterns Formed During Femtosecond Laser Exposure