Research on projection light field encoding and reconstruction based on parallel camera arrays by Feng Zhang, Xi Wang, Zhou Shi Shi, Chang Pei Ma, Xiao Yu Jiang

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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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An Encoding Technique for Multiobjective Evolutionary Algorithms Applied to Power Distribution System Reconfiguration by J. L. Guardado, F. Rivas-Davalos, J. Torres, S. Maximov, E. Melgoza

“…In this paper, an encoding scheme for evolutionary algorithms is proposed in order to search efficiently for the Pareto-optimal solutions during the reconfiguration of power distribution systems considering multiobjective optimization. …”
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Amplitude and frequency encoding result in qualitatively distinct informational landscapes in cell signaling by Alan Givré, Alejandro Colman-Lerner, Silvina Ponce Dawson

“…While amplitude encoding is optimal for a limited range of stimuli strengths, frequency encoding can transmit information with equal reliability over much broader ranges. …”
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Emergent Unitary Designs for Encoded Qubits from Coherent Errors and Syndrome Measurements by Zihan Cheng, Eric Huang, Vedika Khemani, Michael J. Gullans, Matteo Ippoliti

“…This “unitary design” phase transition coincides with the code’s coherent error threshold under optimal decoding. Furthermore, we propose a classical algorithm to simulate the protocol based on a “staircase” implementation of the surface code encoder and decoder circuits. …”
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Dual-Streams Edge Driven Encoder-Decoder Network for Image Super-Resolution by Feng Li, Huihui Bai, Lijun Zhao, Yao Zhao

“…In this paper, considering the importance of edge prior for image SR, we propose a dual-streams edge driven encoder-decoder network, which combines edge stream-based encoder-decoder network (edge-EDN) and color stream based encoder-decoder network (color-EDN) to reconstruct HR images with more image details. …”
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Encoding odorant identity by spiking packets of rate-invariant neurons in awake mice. by Olivier Gschwend, Jonathan Beroud, Alan Carleton

“…<h4>Background</h4>How do neural networks encode sensory information? Following sensory stimulation, neural coding is commonly assumed to be based on neurons changing their firing rate. …”
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REDalign: accurate RNA structural alignment using residual encoder-decoder network by Chun-Chi Chen, Yi-Ming Chan, Hyundoo Jeong

“…By utilizing a residual encoder-decoder network, REDalign can efficiently capture consensus structures and optimize structural alignments. …”
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Graphormer Boosted: Molecular Property Prediction With Enhanced Graph Spatial and Edge Encodings by Sarah A. Fadlallah, Francesc Serratosa, Carme Julia

“…In this work, we propose an enhancement to the Graphormer architecture that refines the attention mechanism by unifying spatial encodings, edge encodings, and similarity matrices. …”
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An Enhanced Tracking Algorithm for Distributed Encoding Fiber Bragg Grating Sensor Network by Fan Zhang, Zude Zhou, Wenjun Xu

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Abnormal Electricity Consumption Behaviors Detection Based on Improved Deep Auto-Encoder by Nvgui LIN, Lanxiu HONG, Daoshan HUANG, Yang YI, Zhixuan LIU, Qifeng XU

“…To improve the feature extraction ability and the robustness of AE network, the sparse restrictions and the noise coding are introduced into the auto-encoder, and the hyper-parameters of AE network are optimized through the particle swarm optimization algorithm to improve the learning efficiency and generalization ability. …”
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Enhanced Reliability and Self‐Compliance of Synaptic Arrays for Multibit Encoded Neuromorphic Systems by Sungjoon Kim, Hyeonseung Ji, Sungjun Kim, Woo Young Choi

“…Additionally, a multibit‐encoded neuromorphic system is proposed based on the device's multibit capability. …”
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An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection by Adam Kadi, Aymene Selamnia, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi

“…To achieve this, we first present a comprehensive evaluation of quantum and classical data encoding techniques, focusing on four key encoding techniques namely, Amplitude Embedding, Angle Embedding, Instantaneous Quantum Polynomial (IQP) Encoding, and Quantum Approximate Optimization Algorithm (QAOA) Embedding. …”
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Encoding Coefficient Similarity-Based Multifeature Sparse Representation for Finger Vein Recognition by Lizhen Zhou, Lu Yang, Deqian Fu, Gongping Yang

“…To overcome this limitation, this paper proposes an encoding coefficient similarity-based multifeature sparse representation method for finger vein recognition. …”
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Protocols for intermodule two-qubit gates mediated by time-bin encoded photons by Z. M. McIntyre, W. A. Coish

“…In this work, we present protocols for implementing long-range two-qubit gates mediated by either Fock-state or time-bin qubits—photonic encodings that are both compatible with the coplanar waveguide resonators commonly used in circuit quantum electrodynamics (QED). …”
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Deep Embedded Auto-encoder for End-to-End Unsupervised Image Anomaly Detection by Xuan Huang, Hailin Tang

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Exact block encoding of imaginary time evolution with universal quantum neural networks by Ermal Rrapaj, Evan Rule

“…The Trotter expansion of the imaginary time propagator is implemented through an exact block encoding by means of a unitary, restricted Boltzmann machine architecture. …”
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Analysis of engineered T7 bacteriophages containing genetic sequences encoding antimicrobial peptides by Tobias Ludwig, Daniela Volke, Andor Krizsan

“…In this follow-up study, we optimized the apidaecin encoding insert to improve the expression of the apidaecin derivative Api805 by adding the secretion signal peptide of the OmpA protein. …”
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Performance Analysis on Massive Random-Access Based on Repetition and Post-Encoding Processing by Wei Bai, Shaoli Kang, Shaohui Sun, Shanzhi Chen

“…These findings emphasize optimizing post-encoding processing schemes to bring actual performance closer to the ideal post-encoding processing scenario.…”
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UHD Video Encoding in CPU Versus GPU: Quality and Performance Trade-Offs by Andoni Salcedo-Navarro, Juan Gutierrez-Aguado, Miguel Garcia-Pineda

“…In the contemporary digital media environment, video encoding is of paramount importance for applications such as streaming and video conferencing. …”
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