Signal Processing · Electrical Eng. & Systems
Transmit Power Optimization in Optical Coherent Transmission Systems: Analytical, Simulation, and Experimental Results
Ramin Hashemi, Mehdi Habibi, Hamzeh Beyranvand, Ali Emami +2
2020-02-19
Signal Processing · Electrical Eng. & Systems
The Memory-Enhanced Gaussian Noise (MEGN) Model for Fiber-Optic Channels
Kaiquan Wu, Gabriele Liga, Marco Secondini, Stella Civelli +4
2026-04-14
Networking and Internet Architecture · Computer Science
A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications
Jasper Müller, Sai Kireet Patri, Tobias Fehenberger, Carmen Mas-Machuca +2
2021-12-09
Networking and Internet Architecture · Computer Science
On the Benefits of Rate-Adaptive Transceivers: A Network Planning Study
Jasper Müller, Gabriele Di Rosa, Tobias Fehenberger, Mario Wenning +3
2023-12-19
Networking and Internet Architecture · Computer Science
Transmission-Aware Bandwidth Variable Transceiver Allocation in DWDM Optical Networks
Dmitry Khomchenko, Sai Kireet Patri, Achim Autenrieth, Carmen Mas-Machuca +1
2022-02-22
Audio and Speech Processing · Electrical Eng. & Systems
Configurable EBEN: Extreme Bandwidth Extension Network to enhance body-conducted speech capture
Julien Hauret, Thomas Joubaud, Véronique Zimpfer, Éric Bavu
2024-07-18
Audio and Speech Processing · Electrical Eng. & Systems
Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement
Jie Zhang, Qing-Tian Xu, Zhen-Hua Ling, Haizhou Li
2024-06-26
Machine Learning · Computer Science
Exact Gauss-Newton Optimization for Training Deep Neural Networks
Mikalai Korbit, Adeyemi D. Adeoye, Alberto Bemporad, Mario Zanon
2025-10-16
Audio and Speech Processing · Electrical Eng. & Systems
Harmonic gated compensation network plus for ICASSP 2022 DNS CHALLENGE
Tianrui Wang, Weibin Zhu, Yingying Gao, Yanan Chen +2
2022-02-28
Networking and Internet Architecture · Computer Science
QoT estimation using EGN-assisted machine learning for multi-period network planning
Jasper Müller, Sai Kireet Patri, Tobias Fehenberger, Helmut Griesser +2
2023-05-15
Machine Learning · Computer Science
The Potential of Second-Order Optimization for LLMs: A Study with Full Gauss-Newton
Natalie Abreu, Nikhil Vyas, Sham Kakade, Depen Morwani
2026-04-21
Computer Vision and Pattern Recognition · Computer Science
Higher-Order Convolution Improves Neural Predictivity in the Retina
Simone Azeglio, Victor Calbiague Garcia, Guilhem Glaziou, Peter Neri +2
2025-05-13