A unified algorithmic framework for distributed adaptive signal and feature fusion problems—part I: Algorithm derivation

CA Musluoglu, A Bertrand - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
In this article, we describe a general algorithmic framework for solving linear signal or
feature fusion optimization problems in a distributed setting, for example in a wireless sensor …

Dual-channel hybrid neural network for modulation recognition

M Lu, T Peng, G Yue, B Ma, X Liao - IEEE Access, 2021 - ieeexplore.ieee.org
In the blind recognition of wireless communication modulation based on deep learning, how
to further improve the recognition accuracy has become a key research issue. In this work …

A data-driven spike sorting feature map for resolving spike overlap in the feature space

J Wouters, F Kloosterman… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. Spike sorting is the process of extracting neuronal action potentials, or spikes,
from an extracellular brain recording, and assigning each spike to its putative source …

Adversarial perturbation attacks on nested dichotomies classification systems

IR Alkhouri, A Velasquez, GK Atia - 2021 IEEE 31st …, 2021 - ieeexplore.ieee.org
The study of robustness of deep classifiers has exposed their vulnerability to perturbation
attacks. Prior work has largely focused on adversarial attacks targeting one-stage-classifiers …

Finite impulse response design based on two‐level transpose Vedic multiplier for medical image noise reduction

J Prasad, AS Rajasekaran, J Ajayan… - ETRI …, 2024 - Wiley Online Library
Medical signal processing requires noise and interference‐free inputs for precise
segregation and classification operations. However, sensing and transmitting wireless …

基于DropBlock 双模态混合神经网络的无线通信调制识别

高岩, 石坚, 马圣雨, 马柏林, 乐光学 - 电信科学, 2022 - infocomm-journal.com
自动调制识别作为信号检测和解调的中间步骤, 在无线通信系统中起着至关重要的作用.
针对现有自动调制识别方法识别精度低的问题, 提出了一种双模态混合神经网络(bimodal hybrid …

Windowed State Space Filters for Peak Interference Suppression in Neural Spike Sorting

C Baeriswyl, A Bertrand… - 2022 30th European …, 2022 - ieeexplore.ieee.org
Signal-to-peak-interference ratio (SPIR) optimal fil-ters are template matching filters with
peak interference suppression properties. Such max-SPIR filters are used in multi-pattern …