Paul Miller

Analysis of variable-order interacting multiple model algorithms for cell tracking

2016 · Research Portal (Queen's University Belfast)

In this paper we propose a modification of the Interacting Multiple Model (IMM) filter to effectively track complex dynamics in cell images. Our solution proposes a more efficient use and combination of the multiple Kalman …

Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model

2018

Performance in language modelling has been significantly improved by training recurrent neural networks on large corpora. This progress has come at the cost of interpretability and an understanding of how these architectures function, making principled …

Ultra-compact nonvolatile photonics based on electrically reprogrammable transparent phase change materials

2021 · arXiv (Cornell University)

Energy-efficient programmable photonic integrated circuits (PICs) are the cornerstone of on-chip classical and quantum optical technologies. Optical phase shifters constitute the fundamental building blocks which enable these programmable PICs. Thus far, carrier modulation and thermo-optical …