Accelerometer time series augmentation through externally driving a non-linear dynamical system

L Minati, C Li, J Bartels, P Chakraborty, Z Li… - Chaos, Solitons & …, 2023 - Elsevier
Coupled non-linear dynamical systems have gained attention not only as a ubiquitous
occurrence in natural and artificial scenarios, but also as a basis for atypical computation …

An embedded deep fuzzy association model for learning and explanation

C Xie, D Rajan, DK Prasad, C Quek - Applied Soft Computing, 2022 - Elsevier
This paper explores the complementary benefits of embedding a deep learning model as a
fully data-driven fuzzy implication operator of a five-layer neuro-fuzzy system for learning …

Operational vs convolutional neural networks for image denoising

J Malik, S Kiranyaz, M Gabbouj - arXiv preprint arXiv:2009.00612, 2020 - arxiv.org
Convolutional Neural Networks (CNNs) have recently become a favored technique for
image denoising due to its adaptive learning ability, especially with a deep configuration …

Finding Potential Detections of Dust in Protoplanetary Disk Winds. Using Machine Learning to Filter, Classify and Present ALMA data

P Fagrell, J Kollberg, E Rasmussen… - 2023 - odr.chalmers.se
Star formation begins when clouds of dust and gas starts to collapse under the force of their
own gravity. Eventually, a protoplanetary disk is formed in the central region. Because of …

Chaos and Synchronization-Potential Ingredients of Innovation in Analog Circuit Design?

L MINATI - IEICE Transactions on Electronics, 2024 - jstage.jst.go.jp
Recent years have seen a general resurgence of interest in analog signal processing and
computing architectures. In addition, extensive theoretical and experimental literature on …

Optimization of segmentation for true lumen, false lumen, and false lumen thrombus in type B aortic dissection using the 2D fine-tuning U-Net method

SN Pribadi, I Ardiyanto, N Taufiq - … International Conference on …, 2024 - spiedigitallibrary.org
Segmentation approaches with 3D representation data face significant challenges,
particularly in terms of contrast and resolution, which tend to decrease when the image is …