StrideHD: A Binary Hyperdimensional Computing System Utilizing Window Striding for Image Classification by Dehua Liang, Jun Shiomi, Noriyuki Miura, Hiromitsu Awano

“…Hyper-Dimensional (HD) computing is a brain-inspired learning approach for efficient and fast learning on today’s embedded devices. HDC first encodes all data points to high-dimensional vectors called hypervectors and then efficiently performs the classification task using a well-defined set of operations. …”
Get full text

A rare haplotype of the GJD3 gene segregating in familial Meniere’s disease interferes with connexin assembly by Alba Escalera-Balsera, Paula Robles-Bolivar, Alberto M. Parra-Perez, Silvia Murillo-Cuesta, Han Chow Chua, Lourdes Rodríguez-de la Rosa, Julio Contreras, Ewa Domarecka, Juan Carlos Amor-Dorado, Andrés Soto-Varela, Isabel Varela-Nieto, Agnieszka J. Szczepek, Alvaro Gallego-Martinez, Jose A. Lopez-Escamez

“…Mutations in the connexin gene family, which encodes gap junction proteins, can also cause hearing loss, but their role in FMD is largely unknown. …”
Get full text

Scavenger Receptor Class B, Type I, a CD36 Related Protein in Macrobrachium nipponense: Characterization, RNA Interference, and Expression Analysis with Different Dietary Lipid Sou... by Zhili Ding, Na Luo, Youqin Kong, Jingfen Li, Yixiang Zhang, Fang Cao, Jinyun Ye

“…In the present study, we report a cDNA encoding M. nipponense scavenger receptor class B, type I (designated as MnSR-BI), obtained from a hepatopancreas cDNA library. …”
Get full text

Lymphoproliferation and hyper-IgM as the first manifestation of activated phosphoinositide 3-kinase δ syndrome: A case report by Mónica Fernandes-Pineda, Andrés F. Zea-Vera

“…Gainof-function mutations in the gene PIK3R1 (encoding p85α, p55α, and p50α) lead to the development of the activated PI3K δ syndrome. …”
Get full text

Combining Region-Guided Attention and Attribute Prediction for Thangka Image Captioning Method by Fujun Zhang, Wendong Kang, Wenjin Hu

“…The image feature enhancement encoder, guided by regions, introduces a region-guided module with a distance-weighted strategy to enhance the feature representation of the central sacred elements in Thangka images. …”
Get full text

Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning by Zhen Zhang, Zhe Zhu, Chen Xu, Jinyu Zhang, Shaohua Xu

“…The weight parameters of the encoder are optimized using a contrastive learning mechanism. …”
Get full text

MLDFNet: A Multilabel Dual-Flow Network for Change Detection in Bitemporal Remote Sensing Images by Daniyaer Sidekejiang, Panpan Zheng, Liejun Wang

“…However, existing DL-based CD networks still face two significant issues: 1) the lack of adequate supervision during the encoding process; and 2) the coupling of overall information with edge information. …”
Get full text

RenalSegNet: automated segmentation of renal tumor, veins, and arteries in contrast-enhanced CT scans by Rashid Khan, Chao Chen, Asim Zaman, Jiayi Wu, Haixing Mai, Liyilei Su, Yan Kang, Bingding Huang

“…RenalSegNet has an innovative encoder-decoder architecture, including the FlexEncoder Block for efficient multivariate feature extraction and the MedSegPath mechanism for advanced feature distribution and fusion. …”
Get full text

The Chloroplastic Small Heat Shock Protein Gene KvHSP26 Is Induced by Various Abiotic Stresses in Kosteletzkya virginica by Xiaohua Liu, Lizi Zhao, Jianzhao Li, Lijun Duan, Kai Zhang, Xuqiang Qiao, Weihuan Li, Chengchao Zheng, Xiaoli Tang, Hongxia Zhang

“…Bioinformatics analyses revealed that KvHSP26 encoded a chloroplastic protein with the typical features of sHSPs. …”
Get full text

Modulation of Host Cell Signal Transduction Pathways by Helicobacter Pylori Infection by Peter JM Ceponis, Nicola L Jones

“…The purpose of the present summary, first presented at the Canadian Helicobacter Study Group meeting, is to discuss current knowledge of specific Helicobacter pylori factors, including the vacuolating cytotoxin, cytotoxin-associated gene A and the type four secretion system encoded by the cytotoxin-associated gene pathogenicity island and review the host cell signal transduction cascades that they modulate.…”
Get full text

A Helicobacter pylori flagellar motor accessory is needed to maintain the barrier function of the outer membrane during flagellar rotation. by Kyle Rosinke, Shoichi Tachiyama, Jan Mrásek, Jun Liu, Timothy R Hoover

“…The Helicobacter pylori flagellar motor contains several accessory structures that are not found in the archetypal Escherichia coli and Salmonella enterica motors. H. pylori hp0838 encodes a previously uncharacterized lipoprotein and is in an operon with flgP, which encodes a motor accessory protein. …”
Get full text

Building a Framework for Visual Question Answering Systems by Maya Abu Hamoud, Wasim Safi

“…We employed the VGG19 model to extract image features, while questions and answers were encoded using GloVe and Label Encoding techniques. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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). …”
Get full text

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. …”
Get full text

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>. …”
Get full text

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). …”
Get full text

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. …”
Get full text