Search Results for author: Yan Ru Pei

Found 5 papers, 3 papers with code

A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera

1 code implementation13 Apr 2024 Yan Ru Pei, Sasskia Brüers, Sébastien Crouzet, Douglas McLelland, Olivier Coenen

Event-based data are commonly encountered in edge computing environments where efficiency and low latency are critical.

Edge-computing

Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines

no code implementations15 Jan 2020 Haik Manukian, Yan Ru Pei, Sean R. B. Bearden, Massimiliano Di Ventra

Restricted Boltzmann machines (RBMs) are a powerful class of generative models, but their training requires computing a gradient that, unlike supervised backpropagation on typical loss functions, is notoriously difficult even to approximate.

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops

1 code implementation14 May 2019 Yan Ru Pei, Haik Manukian, Massimiliano Di Ventra

Many optimization problems can be cast into the maximum satisfiability (MAX-SAT) form, and many solvers have been developed for tackling such problems.

On the Universality of Memcomputing Machines

no code implementations23 Dec 2017 Yan Ru Pei, Fabio L. Traversa, Massimiliano Di Ventra

We show that UMMs can simulate both types of machines, hence they are both "liquid-" or "reservoir-complete" and "quantum-complete".

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