Search Results - "Kuang, Dongyang"

Predicting kinetic triplets using a 1d convolutional neural network by Kuang, Dongyang, Xu, Bang

“…[Display omitted] •A novel convolutional neural network architecture used for predicting kinetic parameters that are not seen in previous research.•Predicting…”
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Attention with kernels for EEG-based emotion classification by Kuang, Dongyang, Michoski, Craig

“…A kernel attention module (KAM) is presented for the task of EEG-based emotion classification using neural network based models. In this study, it is shown…”
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SEER-net: Simple EEG-based Recognition network by Kuang, Dongyang, Michoski, Craig

“…This paper presents a Simple ElectroEncephalographic-based Recognition Network (SEER-net) utilizing normalized EEG signals directly as input for the purpose of…”
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Dual stream neural networks for brain signal classification by Kuang, Dongyang, Michoski, Craig

“… The primary objective of this work is to develop a neural nework classifier for arbitrary collections of functional neuroimaging signals to be used in…”
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Landmark-based algorithms for group average and pattern recognition by Huzurbazar, Snehalata, Kuang, Dongyang, Lee, Long

“…•A robust landmark-based algorithm for finding the geometric median (group average) of a group of shapes with heavy outliers is proposed.•The underlying Log…”
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From gram to attention matrices: a monotonicity constrained method for eeg-based emotion classification by Kuang, Dongyang, Michoski, Craig, Li, Wenting, Guo, Rui

“…In this work, a parameter efficient attention module is developed for the task of emotion classification as well as improved model interpretability based on…”
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Kinetics and mechanism of CO2 gasification of coal catalyzed by Na2CO3, FeCO3 and Na2CO3–FeCO3 by Xu, Bang, Cao, Qingxi, Kuang, Dongyang, Gasem, Khaled A.M., Adidharma, Hertanto, Ding, Dong, Fan, Maohong

“…The purpose is to develop a mild catalytic CO2-gasification technology that can promote CO2 utilization and reduce cost in air separation systems with…”
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Characterization of Powder River Basin coal pyrolysis with cost-effective and environmentally-friendly composite Na Fe catalysts in a thermogravimetric analyzer and a fixed-bed reactor by Xu, Bang, Kuang, Dongyang, Liu, Fangjing, Lu, Wenyang, Goroncy, Alexander K., He, Ting, Gasem, Khaled, Fan, Maohong

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Solitary Waves and N-Particle Algorithms for a Class of Euler-Poincaré Equations by Camassa, Roberto, Kuang, Dongyang, Lee, Long

“…We study a class of partial differential equations (PDEs) in the family of the so‐called Euler–Poincaré differential systems, with the aim of developing a…”
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Characterization of Powder River Basin coal pyrolysis with cost-effective and environmentally-friendly composite NaFe catalysts in a thermogravimetric analyzer and a fixed-bed reactor by Xu, Bang, Kuang, Dongyang, Liu, Fangjing, Lu, Wenyang, Goroncy, Alexander K., He, Ting, Gasem, Khaled, Fan, Maohong

“…The pyrolysis characteristics of PRB coal with use of NaFe composite catalysts were investigated in a thermogravimetric analyzer and a fixed bed reactor…”
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A particle method for Euler Poincare equation and its applications in analysis of landmark based image templates by Kuang, Dongyang

“…The dissertation starts from studies of the so-called Euler-Poincaré (EP) differential systems. A series of numerical and statistical schemes are developed for…”
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KAM -- a Kernel Attention Module for Emotion Classification with EEG Data by Kuang, Dongyang, Michoski, Craig

“…In: Reyes, M., Henriques Abreu, P., Cardoso, J. (eds) Interpretability of Machine Intelligence in Medical Image Computing. iMIMIC 2022. Lecture Notes in…”
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Interdiffusion in bcc_B2 Ni–Al–Cu alloys at 1 173 K by Kuang, Dongyang, Liu, Dandan, Chen, Weimin, Lu, Zhao, Zhang, Lijun, Du, Yong, Jin, Zhanpeng, Tang, Chengying

“…The interdiffusion behavior of bcc_B2 Ni–Al–Cu alloys at 1173 K was experimentally investigated on the basis of six groups of bulk diffusion couples. With the…”
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On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks by Kuang, Dongyang

“…Image registration is a fundamental step in medical image analysis. Ideally, the transformation that registers one image to another should be a diffeomorphism…”
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A 1d convolutional network for leaf and time series classification by Kuang, Dongyang

“…In this paper, a 1d convolutional neural network is designed for classification tasks of plant leaves. This network based classifier is analyzed in two…”
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Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach by Kuang, Dongyang, Song, Xinyue, Michoski, Craig

“…This study introduces a parameter-efficient Hierarchical Spatial Temporal Network (HiSTN) specifically designed for the task of emotion classification using…”
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A Hierarchical Diffusion-Convolutional Network with Node-wise Localization for EEG-NIRS-based Brain-Computer Interface by Huang, Wentao, Song, Xinyue, Kuang, Dongyang

“…In this work, we propose a lightweight Hierarchical Node-wise Localized Diffusion-Convolutional Network (HNLDCNet) for motor imagery (MI) and mental arithmetic…”
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FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration by Kuang, Dongyang, Schmah, Tanya

“…We present a new unsupervised learning algorithm, "FAIM", for 3D medical image registration. With a different architecture than the popular "U-net", the…”
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A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data by Kuang, Dongyang, Michoski, Craig, Li, Wenting, Guo, Rui

“…Lecture Notes in Computer Science, vol 13559. Springer (2022) In this work, a parameter-efficient attention module is presented for emotion classification…”
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A conservation formulation and a numerical algorithm for the double-gyre nonlinear shallow-water model by Kuang, Dongyang, Lee, Long

“…We present a conservation formulation and a numerical algorithm for the reduced-gravity shallow-water equations on a beta plane, subjected to a constant wind…”
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