Results 1 to 10 of about 234,693 (232)
Information Bottleneck as Optimisation Method for SSVEP-Based BCI [PDF]
Frontiers in Human Neuroscience, 2021 In this study, the information bottleneck method is proposed as an optimisation method for steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI).
Anti Ingel, Raul Vicente
doaj +3 more sources
The information bottleneck method [PDF]
, 1999 We define the relevant information in a signal $x\in X$ as being the information that this signal provides about another signal $y\in \Y$. Examples include the information that face images provide about the names of the people portrayed, or the ...
Bialek, William +2 more
core +7 more sources
Shared-Private Information Bottleneck Method for Cross-Modal Clustering [PDF]
IEEE Access, 2019 Recently, the cross-modal analysis has drawn much attention due to the rapid growth and widespread emergence of multimodal data. It integrates multiple modalities to improve learning and generalization performance.
Xiaoqiang Yan +3 more
doaj +3 more sources
Theory and Application of the Information Bottleneck Method
EntropyIn 1999, Naftali Tishby et al [...]
Jan Lewandowsky, Gerhard Bauch
doaj +4 more sources
Objective Classification of Galaxy Spectra using the Information Bottleneck Method [PDF]
Monthly Notices of the Royal Astronomical Society, 2000 A new method for classification of galaxy spectra is presented, based on a recently introduced information theoretical principle, the `Information Bottleneck'.
Bell +5 more
core +8 more sources
Bottleneck detection for discrete manufacturing system based on object-oriented colored petri nets and cloud simulation [PDF]
ITM Web of Conferences, 2022 To identify the bottleneck unit of discrete manufacturing system dynamically, an intelligent detection method of bottleneck (IDMOB) is proposed by combining object-oriented colored Petri nets (OOCPN) and cloud simulation.
Zhang Yongyang +4 more
doaj +1 more source
Discrete Polar Decoder using Information Bottleneck Method [PDF]
ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020 Polar code is one of the channel codes and is used in the 5th generation of mobile communication system (5G). This encoding scheme is based on the operation of channel polarization, and it is possible to achieve the capacity of arbitrary binary-input symmetric discrete memoryless channels.
Akira Yamada, Tomoaki Ohtsuki
openaire +2 more sources
Discrete BP Polar Decoder Using Information Bottleneck Method
IEEE Access, 2021 Polar code is one of the channel codes and is used in the 5th generation of mobile communication system (5G). This encoding scheme is based on the operation of channel polarization, and it is possible to achieve the capacity of arbitrary binary-input ...
Akira Yamada, Tomoaki Ohtsuki
doaj +1 more source
Acoustic Model Construction Method Based on Bottleneck Compound Feature [PDF]
Jisuanji gongcheng, 2020 The Mel-Frequency Cepstral Coefficient(MFCC) speech features cannot effectively reflect the effective information between consecutive frames.To address the problem,this paper uses deep neural network to extract bottleneck features with long-term ...
ZHENG Wenxiu, ZHAO Junyi, WEN Xinyi, YAO Yindi
doaj +1 more source
Image Segmentation Using Information Bottleneck Method [PDF]
IEEE Transactions on Image Processing, 2009 In image processing, segmentation algorithms constitute one of the main focuses of research. In this paper, new image segmentation algorithms based on a hard version of the information bottleneck method are presented. The objective of this method is to extract a compact representation of a variable, considered the input, with minimal loss of mutual ...
Bardera i Reig, Antoni +4 more
openaire +4 more sources