Zobrazeno 1 - 10
of 3 608
pro vyhledávání: '"information geometry"'
Publikováno v:
Hangkong bingqi, Vol 30, Iss 5, Pp 121-126 (2023)
Aiming the problem of low accuracy of communication signal recognition by traditional manual feature extraction, an improved SVM recognition method based on information geometry denoising is proposed exploiting the support vector machine (SVM). The p
Externí odkaz:
https://doaj.org/article/ac6e6317da584188832ded6c233f10f3
Publikováno v:
Entropy, Vol 26, Iss 9, p 737 (2024)
Pattern separation is a computational process by which dissimilar neural patterns are generated from similar input patterns. We present an information-geometric formulation of pattern separation, where a pattern separator is modeled as a family of st
Externí odkaz:
https://doaj.org/article/af4f795da65e4fba9766704f44456ced
Publikováno v:
Sensors, Vol 24, Iss 14, p 4530 (2024)
With the advancement of technology, signal modulation types are becoming increasingly diverse and complex. The phenomenon of signal time–frequency overlap during transmission poses significant challenges for the classification and recognition of mi
Externí odkaz:
https://doaj.org/article/f40deb56f95f4939b7284c0244dcaad9
Autor:
Jim W. Kay
Publikováno v:
Entropy, Vol 26, Iss 7, p 542 (2024)
There is much interest in the topic of partial information decomposition, both in developing new algorithms and in developing applications. An algorithm, based on standard results from information geometry, was recently proposed by Niu and Quinn (201
Externí odkaz:
https://doaj.org/article/46e963fc9b4a441f8467b37735f07150
Publikováno v:
Remote Sensing, Vol 16, Iss 12, p 2208 (2024)
Plagued by heterogeneous clutter, it is a serious challenge for airborne radars to detect low-altitude, weak targets. To overcome this problem, a novel matrix information geometry detector for airborne multi-channel radar is proposed in this paper. T
Externí odkaz:
https://doaj.org/article/58a72df39caa44a7b8c62d9a4bb7b878
Publikováno v:
Leida xuebao, Vol 12, Iss 4, Pp 776-792 (2023)
Herein, a novel and effective method for detecting radar targets with a low signal-to-clutter ratio is proposed based on the information geometry theory. In the proposed method, the target detection problem is converted to distinguishing the target f
Externí odkaz:
https://doaj.org/article/40db874649e247b0bf562cf6f763f4a3
Publikováno v:
Research Ideas and Outcomes, Vol 9, Iss , Pp 1-8 (2023)
Quantum computing is a promising technology for machine learning, in terms of computational costs and outcomes. In this work, we intend to provide a framework that facilitates the use of quantum machine learning in the domain of brain-computer interf
Externí odkaz:
https://doaj.org/article/0cc5055068674e8683098bfa9ce8e10b
Autor:
D. Bernal-Casas, J. M. Oller
Publikováno v:
Entropy, Vol 26, Iss 5, p 370 (2024)
With this follow-up paper, we continue developing a mathematical framework based on information geometry for representing physical objects. The long-term goal is to lay down informational foundations for physics, especially quantum physics. We assume
Externí odkaz:
https://doaj.org/article/0dfceda747414b37b6f0bb10b5bfeeff