Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Pooyan Safari"'
Publikováno v:
Frontiers in Aging Neuroscience, Vol 16 (2024)
Machine Learning (ML) is considered a promising tool to aid and accelerate diagnosis in various medical areas, including neuroimaging. However, its success is set back by the lack of large-scale public datasets. Indeed, medical institutions possess a
Externí odkaz:
https://doaj.org/article/3e5bf3c8c4f346f8a3a6a72130b77d46
Publikováno v:
Applied Sciences, Vol 13, Iss 11, p 6410 (2023)
Recently, there has been a significant surge of interest in Self-Attention Networks (SANs) based on the Transformer architecture. This can be attributed to their notable ability for parallelization and their impressive performance across various Natu
Externí odkaz:
https://doaj.org/article/d91434e596a449c4a466d9b2589b7f0e
Restricted Boltzmann Machine Vectors for Speaker Clustering and Tracking Tasks in TV Broadcast Shows
Publikováno v:
Applied Sciences, Vol 9, Iss 13, p 2761 (2019)
Restricted Boltzmann Machines (RBMs) have shown success in both the front-end and backend of speaker verification systems. In this paper, we propose applying RBMs to the front-end for the tasks of speaker clustering and speaker tracking in TV broadca
Externí odkaz:
https://doaj.org/article/df33a2a4d89248db982c4cb2f461c69c
Autor:
Guillermo von Hünefeld, Gregor Ronniger, Enes Seker, Rijil Thomas, Pooyan Safari, Isaac Sackey, Md Mahasin Khan, Stephan Suckow, Max Lemme, David Stahl, Colja Schubert, Johannes Karl Fischer, Ronald Freund
Publikováno v:
2023 Optical Fiber Communications Conference and Exhibition (OFC).
We experimentally show modulation format identification of optical signals using silicon-on-insulator (SOI) photonic-integrated-circuit-based reservoir. After 100-km SSMF transmission, we achieve identification of 32 GBd 4QAM, 16QAM, 32QAM and 64QAM
Publikováno v:
2023 Optical Fiber Communications Conference and Exhibition (OFC).
We approach the QoT estimation problem from a novel perspective revealing the hidden aspects of QoT violation avoidance procedure during lightpath provisioning and quantify the potential complexity when applied to low-margin networks.
Autor:
Haydar Qarawlus, Steffen Biehs, Behnam Shariati, José Juan Pedreño Manresa, Ayoub Bouchedoub, Hendrik Haße, Pooyan Safari, Achim Autenrieth, Johannes Fischer
Publikováno v:
2023 Optical Fiber Communications Conference and Exhibition (OFC).
We demonstrate a novel and modular telemetry broker that allows remote collection and exchange of telemetry data. Our proposal enforces data sovereignty principles powered by International Data Spaces components and enables unprecedented data ownersh
Autor:
Pooyan Safari, Behnam Shariati, David Przewozny, Paul Chojecki, Johannes Karl Fischer, Ronald Freund, Axel Vick, Moritz Chemnitz
Publikováno v:
2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).
Autor:
Behnam Shariati, Geronimo Bergk, Pooyan Safari, Mihail Balanici, Johannes Fischer, Ronald Freund
Publikováno v:
2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).
Autor:
Ludwig Houegnigan, Enrique Romero Merino, Els Vermeulen, Jessica Block, Pooyan Safari, Francesc Moreno-Noguer, Climent Nadeu
The Wildlife and Marine Mammal Spatial Observatory is a joint research effort for the census ofwildlife and particularly of marine mammals in satellite imagery. In that context, this paper illustrates the development of a high accuracy algorithm for
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::57e9cfaf8bc4b36652b51df6e0ec7648
https://doi.org/10.1101/2022.01.20.477141
https://doi.org/10.1101/2022.01.20.477141