Efficient Gated Convolutional Recurrent Neural Networks for Real-Time Speech Enhancement by Fazal-E -Wahab, Zhongfu Ye, Nasir Saleem, Hamza Ali, Imad Ali

“…In the proposed network, the causal encoder-decoder is composed of five convolutional (Conv2D) and deconvolutional (Deconv2D) layers. …”
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Characterization of m6A Methylation Modification Patterns in Colorectal Cancer Determines Prognosis and Tumor Microenvironment Infiltration by Qingfang Yue, Yuan Zhang, Fei Wang, Fei Cao, Jun Bai, Xianglong Duan

“…The results indicated that the expression profiles and genetic mutations of 21 genes encoding m6A methylation regulators in CRC were characterized by a high degree of heterogeneity. …”
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Pore Space Reconstruction of Shale Using Improved Variational Autoencoders by Yi Du, Hongyan Tu, Ting Zhang

“…The theory of Fisher information can help to balance the encoder and decoder of VAE in information control. …”
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Functional genomic insights into Floricoccus penangensis ML061-4 isolated from leaf surface of Assam tea by Patthanasak Rungsirivanich, Elvina Parlindungan, Jennifer Mahony, Witsanu Supandee, Narumol Thongwai, Douwe van Sinderen

“…To assess the functions encoded by the F. penangensis ML061-4 genome, gene identification and annotation were undertaken by in silico analysis. …”
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Leveraging Quantum LSTM for High-Accuracy Prediction of Viral Mutations by Prashanth Choppara, Bommareddy Lokesh

“…TF-IDF helps the model focus on the most informative nucleotide features, while PCA reduces the size of the data, making the model computationally efficient without sacrificing important information. The one-hot encoding technique is a standard technique in machine learning for encoding protein sequences into data that can be used in neural networks.The proposed QLSTM outperformed existing deep learning architectures such as the Attention-Augmented Convolutional Neural Network (AACNN), Stacked Recurrent Neural Network (Stacked RNN), Retention Network (RetNet), and Bidirectional Long Short Term Memory (BiLSTM). …”
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The effect of cell growth phase on the regulatory cross-talk between flagellar and Spi1 virulence gene expression. by Chakib Mouslim, Kelly T Hughes

“…At the top of a flagellar regulatory hierarchy is the master operon, flhDC, which encodes the FlhD₄C₂ transcriptional complex required for the expression of flagellar, chemotaxis and Salmonella pathogenicity island 1 (Spi1) genes. …”
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Generality of toxins in defensive symbiosis: Ribosome-inactivating proteins and defense against parasitic wasps in Drosophila. by Matthew J Ballinger, Steve J Perlman

“…Finally, we find that the genome of D. neotestacea's defensive Spiroplasma encodes a diverse repertoire of RIP genes, which are differ in abundance. …”
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Triple-attentions based salient object detector for strip steel surface defects by Li Zhang, Xirui Li, Yange Sun, Huaping Guo

“…Based on the TA, a novel detector, called TADet, for the detection of steel strip surface defects is proposed, which is an encoder-decoder network: the decoder uses the proposed TA refines/fuses the multiscale rough features generated by the encoder (backbone network) from the three distinct perspectives (branches) and then integrates the purified feature maps from the three branches. …”
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DICER1: The Argonaute Endonuclease Family Member and Its Role in Pediatric and Youth Pathology by Consolato M. Sergi, Fabrizio Minervini

“…In 2001, two enzyme-encoding genes were recognized in the fruit fly <i>Drosophila melanogaster</i>. …”
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Quantitative trait loci for grain mineral element accumulation in Vietnamese rice landraces. by Hien Linh Tran, Giang Thi Hoang, Nhung Thi Phuong Phung, Ham Huy Le, Alexandre Grondin, Pascal Gantet

“…LOC_Os10g30610, present in qRAs10-1 associated with arsenic content in brown rice, encodes an ABC transporter (OsABCG25), which is involved in the silicon-induced formation of the Casparian strip in the rice exodermis and could act as a barrier restricting As diffusion within the root cortex. …”
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Argument coding in the experiential predicate tǝmʃʌ kǝrdǝn ‘to look’ in Garrusi Kurdish by Mohammad Dabir-Moghaddam, Masoumeh Zarei

“…The present study explores how arguments are encoded in the predicate-argument construction of tǝmʃʌ kǝrdǝn based on Croft’s typological perspective (2022). …”
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Bioinformatics Method Was Used to Analyze the Highly Expressed Gene FAM83A of Breast Cancer in Young Women by Yongzhe Tang, Hao Wang, Qi He, Yuanyuan Chen, Jie Wang

“…We performed an analysis of the gene structure, subcellular localization, physicochemical properties of the encoding products, functional sites, protein structure, and functional domains. …”
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Antagonistic functions of CTL1 and SUH1 mediate cell wall assembly in Arabidopsis by Nguyen Thi Thuy, Hyun‐Jung Kim, Suk‐Whan Hong

“…Abstract Plant genomes contain numerous genes encoding chitinase‐like (CTL) proteins, which have a similar protein structure to chitinase belonging to the glycoside hydrolase (GH) family but lack the chitinolytic activity to cleave the β‐1,4‐glycosidic bond in chitins, polymers of N‐acetylglucosamine. …”
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GABA promotes peroxisome proliferation in Triticum monococcum leaves by Yunus Şahin, Taras Nazarov, Ercan Selçuk Ünlü, Andrei Smertenko, Nusret Zencrici

“…Here, we used published RNA‐seq data to analyze the expression patterns of genes encoding 21 peroxisome metabolic pathways at successive developmental stages of Zea mays and Oryza sativa. …”
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Role of the Mucin-2 and Kaiso genes in the social behavior of mice by E. N. Kozhevnikova, K. M. Achasova, V. S. Korostina, E. B. Prokhortchouk, E. A. Litvinova

“…The Mucin-2 gene encodes a protein that serves as a scaffold for the synthesis of intestinal proteoglycan. …”
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APPLICATION OF ARTIFICIAL INTELLEGENCE ALGORITHMS TO CONTROL THE USE OF FLOOD-PRONE AREAS by Konstantin A. Kurganovich, Andrey V. Shalikovskiy, Maksim A. Bosov, Denis V. Kochev

“…To select the best convolutional neural network configuration, various combinations of architectures and encoder types were tested for performance and accuracy. …”

Optimization of Depth Map Intra Coding Algorithms Based on Machine Learning by Wenjun Song, Jiaying Yang, Qiuwen Zhang

“…The experimental results demonstrate that the proposed algorithm saves 47.46% in encoding time while maintaining coding quality, with only a 0.26% increase in Bjontegaard Delta Bitrate. …”
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An attention based residual U-Net with swin transformer for brain MRI segmentation by Tazkia Mim Angona, M. Rubaiyat Hossain Mondal

“…Residual blocks are introduced in the U-Net structure as encoder and decoder to avoid vanishing gradient problems and improve feature recovery. …”
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Multiscale Time-Frequency Sparse Transformer Based on Partly Interpretable Method for Bearing Fault Diagnosis by Shouquan Che, Jianfeng Lu, Congwang Bao, Caihong Zhang, Yongzhi Liu

“…Second, a sparse self-attention mechanism is designed to eliminate the feature mapping defect in naive self-attention mechanism. Then, the novel encoder-decoder structure is presented, the multiple encoders are employed to extract the hidden feature of different time-frequency sequences obtained by STFT with different window widths, and the decoder is used to remap the deep information and connect to the classifier for discriminating fault types. …”
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In Silico Design of a Trans-Amplifying RNA-Based Vaccine against SARS-CoV-2 Structural Proteins by Fatemeh Nafian, Ghazal Soleymani, Zahra Pourmanouchehri, Mahnaz Kiyanjam, Simin Nafian, Sayed Mohammad Mohammadi, Hanie Jeyroudi, Sharareh Berenji Jalaei, Fatemeh Sabzpoushan

“…It consists of two molecules: a nonreplicating RNA encoding a trans-acting replicase to amplify the second one, a trans-replicon (TR) RNA encoding the vaccine protein. …”
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