145 citations · 296 across the 5 of their papers we have counts for
6 papers
fSEAD: a Composable FPGA-based Streaming Ensemble Anomaly Detection Library
Binglei Lou, David Boland, Philip H. W. Leong
Machine learning ensembles combine multiple base models to produce a more accurate output. They can be applied to a range of machine learning problems, including anomaly detection.…
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna +2
Wireless fingerprinting refers to a device identification method leveraging hardware imperfections and wireless channel variations as signatures. Beyond physical layer characterist…
TCAD Modeling of Cryogenic nMOSFET ON-State Current and Subthreshold Slope
Prabjot Dhillon, Nguyen Cong Dao, Hiu Yung Wong
In this paper, through careful calibration, we demonstrate the possibility of using a single set of models and parameters to model the ON current and Sub-threshold Slope (SS) of an…
Unrolling Ternary Neural Networks
Stephen Tridgell, Martin Kumm, Martin Hardieck +4
The computational complexity of neural networks for large scale or real-time applications necessitates hardware acceleration. Most approaches assume that the network architecture a…
Active Temporal Multiplexing of Indistinguishable Heralded Single Photons
C. Xiong, X. Zhang, Z. Liu +8
It is a fundamental challenge in quantum optics to deterministically generate indistinguishable single photons through non-deterministic nonlinear optical processes, due to the int…
A compact and reconfigurable silicon nitride time-bin entanglement circuit
C. Xiong, X. Zhang, A. Mahendra +13
Photonic chip based time-bin entanglement has attracted significant attention because of its potential for quantum communication and computation. Useful time-bin entanglement syste…