Efficient Hyperspectral Video Reconstruction via Dual-Channel DMD Encoding by Mingming Ma, Yi Niu, Dahua Gao, Fu Li, Guangming Shi

“…This system employs a DMD for simultaneous light splitting and spatial encoding, enabling one channel to perform non-aliasing spectral sampling at lower frame rates while the other provides complementary high-rate sampling for panchromatic video. …”
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Improving the Accuracy of Batik Classification using Deep Convolutional Auto Encoder by Muhammad Faqih Dzulqarnain, Abdul Fadlil, Imam Riadi

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Measurement System of Gear Dynamic Transmission Error based on Optical Encoder by Liang Zhihao, Zhao Kegang, Liu Yanwei, Ye Jie

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Prefrontal cortex neuronal ensembles dynamically encode task features during associative memory and virtual navigation by Mohamad Abbass, Benjamin Corrigan, Renée Johnston, Roberto Gulli, Adam Sachs, Jonathan C. Lau, Julio Martinez-Trujillo

“…Summary: Neuronal populations expand their information-encoding capacity using mixed selective neurons. This is particularly prominent in association areas such as the lateral prefrontal cortex (LPFC), which integrate information from multiple sensory systems. …”
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Assessing how accurately large language models encode and apply the common European framework of reference for languages by Luca Benedetto, Gabrielle Gaudeau, Andrew Caines, Paula Buttery

“…In this work, we propose an approach to evaluate the knowledge – or encoding – that the LLMs have of the Common European Framework of Reference for Languages (CEFR), and use it to evaluate five modern LLMs. …”
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Dissipation Alters Modes of Information Encoding in Small Quantum Reservoirs near Criticality by Krai Cheamsawat, Thiparat Chotibut

“…Our key results show that, near a critical point marking a dynamical bifurcation, the system transitions from predominantly redundant to synergistic encoding. We further demonstrate that synergy amplifies short-term responsiveness, thereby enhancing immediate memory retention, whereas strong dissipation leads to more redundant encoding that supports long-term memory retention. …”
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New realization scheme of pseudo-chaotic-based encoder and decoder for UWB communications by JIANG Guo-ping1, WAN Dong-dong1, XUE Long1

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Anomaly detection algorithm based on Gaussian mixture variational auto encoder network by Huahua CHEN, Zhe CHEN, Chunsheng GUO, Na YING, Xueyi YE, Jianwu ZHANG

“…Anomalous data, which deviates from a large number of normal data, has a negative impact and contains a risk on various systems.Anomaly detection can detect anomalies in the data and provide important support for the normal operation of various systems, which has important practical significance.An anomaly detection algorithm based on Gaussian mixture variational auto encoder network was proposed, in which a variational autoencoder was built to extract the features of the input data based on Gaussian mixture distribution, and using this variational autoencoder to construct a deep support vector network to compress the feature space and find the minimum hyper sphere to separate the normal data and the abnormal data.Anomalies can be detected by the score from the Euclidean distance from the feature of data to the center of the hypersphere.The proposed algorithm was evaluated on the benchmark datasets MNIST and Fashion-MNIST, and the corresponding average AUC are 0.954 and 0.937 respectively.The experimental results show that the proposed algorithm achieves preferable effects.…”
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Inovirus-Encoded Peptides Induce Specific Toxicity in <i>Pseudomonas aeruginosa</i> by Juehua Weng, Yunxue Guo, Jiayu Gu, Ran Chen, Xiaoxue Wang

“…However, filamentous prophages (Pfs) commonly found in <i>P. aeruginosa</i> encode genes with phage defense activity, thereby reducing the efficacy of phage therapy. …”
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TEI Lex-0 Etym: Toward Terse Recommendations for the Encoding of Etymological Information by Jack Bowers, Axel Herold, Toma Tasovac, Laurent Romary

“…Journal of the Text Encoding Initiative…”
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Recurrent neural networks with transient trajectory explain working memory encoding mechanisms by Chenghao Liu, Shuncheng Jia, Hongxing Liu, Xuanle Zhao, Chengyu T. Li, Bo Xu, Tielin Zhang

“…Abstract Whether working memory (WM) is encoded by persistent activity using attractors or by dynamic activity using transient trajectories has been debated for decades in both experimental and modeling studies, and a consensus has not been reached. …”
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Frequency and persistency of DNA vaccine encoding GP25 by oral on common carp by Sri Nuryati, , Yuliyanti, , Alimuddin

“…The aim of this research was to get frequency and persistency of DNA vaccine encoding GP25 given by oral delivery method in common carp. …”
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Lipid nanoparticles deliver DNA-encoded biologics and induce potent protective immunity by Dafei Chai, Junhao Wang, Jing Ming Lim, Xiaohui Xie, Xinfang Yu, Dan Zhao, Perry Ayn Mayson Maza, Yifei Wang, Dana Cyril-Remirez, Ken H. Young, Yong Li

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Time-frequency differential encoding and detection for cyclic prefix assisted CDMA system by FANG Zhao-xi, SHAN Hang-guan, WANG Zong-xin

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A novel lossless encoding algorithm for data compression–genomics data as an exemplar by Anas Al-okaily, Abdelghani Tbakhi

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Hybrid Offset Position Encoding for Large-Scale Point Cloud Semantic Segmentation by Yu Xiao, Hui Wu, Yisheng Chen, Chongcheng Chen, Ruihai Dong, Ding Lin

Subjects: “…positional encoding…”
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Securing fingerprint templates by enhanced minutiae‐based encoding scheme in Fuzzy Commitment by Shivangi Shukla, Sankita J. Patel

“…The paper proposes Fingerprint‐based FC incorporating an encoding scheme dependent on the number and type of minutiae points present near the fingerprint's core point. …”
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Low-error encoder for time-bin and decoy states for quantum key distribution by Davide Scalcon, Elisa Bazzani, Giuseppe Vallone, Paolo Villoresi, Marco Avesani

“…Abstract Time-bin encoding is a robust method for implementing quantum key distribution (QKD) on optical fiber channels, minimizing drift-induced errors. …”
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Encoding Newton’s Alchemical Library: Integrating Traditional Bibliographic and Modern Computational Methods by Meridith Beck Mink, Michelle Dalmau, Wallace Hooper, William R. Newman, James R. Voelkel, John A. Walsh

“…Journal of the Text Encoding Initiative…”
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Fusion of auto encoders and multi-modal data based video recommendation method by Qiuyang GU, Chunhua JU, Gongxing WU

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