Výsledky vyhledávání - Encoder–decoder design

Feedback Control Over Lossy SNR-Limited Channels: Linear Encoder–Decoder–Controller Design Autor Dey, Subhrakanti, Chiuso, Alessandro, Schenato, Luca

“…In this paper, we consider the problem of encoding and decoding codesign for linear feedback control of a scalar, possibly unstable, stochastic linear system…”
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A Generic Complementary Sequence Construction and Associated Encoder/Decoder Design Autor Sahin, Alphan, Yang, Rui

“…In this study, we propose a flexible construction of complementary sequences (CSs) that can contain zero-valued elements. To derive the construction, we use…”
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Understanding encoder–decoder structures in machine learning using information measures Autor Silva, Jorge F., Faraggi, Victor, Ramirez, Camilo, Egaña, Alvaro, Pavez, Eduardo

“…–decoder design in machine learning (ML) from an information-theoretic angle. We use two main information concepts, information sufficiency…”
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Attention-Guided Encoder-Decoder Design for Efficient RIS Phase Configuration in Time-Varying IoT Networks Autor Bhardwaj, Vikash Kumar, Singh, Abhisekh, Sahoo, Omm Prakash, Shukla, Mahendra K., Pandey, Om Jee

“… To address this, we propose a novel Attention-Guided Encoder-Decoder with Normalization Enhancement (AGENE…”
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Fragment Linker Prediction Using the Deep Encoder-Decoder Network for PROTACs Drug Design Autor Kao, Chien-Ting, Lin, Chieh-Te, Chou, Cheng-Li, Lin, Chu-Chung

“… Herein, we use state-of-the-art techniques to propose a deep neural network, AIMLinker, to rapidly design and generate meaningful drug-like proteolysis targeting chimeras (PROTACs) analogs…”
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Characterization of a full encoder/decoder in the AWG configuration for code-based photonic routers-part I: modeling and design Autor Cincotti, G., Naoya Wada, Kitayama, K.

“…A detailed description of the design guidelines for a full encoder/decoder that is able to generate/process a set of optical codes simultaneously is reported…”
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Layered Approx-Regular LDPC: Code Construction and Encoder/Decoder Design Autor Zhang, Haibin, Zhu, Jia, Shi, Huifeng, Wang, Dawei

“…Layered approximately regular (LAR) low-density parity-check (LDPC) codes are proposed, with which one single pair of encoder and decoder support various code…”
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Direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network Autor Zhu, Ruichao, Wang, Jiafu, Qiu, Tianshuo, Yang, Dingkang, Feng, Bo, Chu, Zuntian, Liu, Tonghao, Han, Yajuan, Chen, Hongya, Qu, Shaobo

“… Here, we applied residual encoder-decoder convolutional neural network to directly map the electric field distributions and input images for monolithic metasurface design…”
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IDM-Net: A Multi-Task Supported Encoder-Decoder Framework for Magnetic Field Inverse Design Autor Wang, Jiaqi, Zhang, Qiankun

“… It utilizes a fundamental encoder-decoder architecture to handle multiple tasks. In more detail, the encoder is responsible for deeply extracting features of the magnetic field and categorizing different types of magnet shapes…”
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Design of an all optical encoder/decoder using cross-layered2D PCRR Autor D, Saranya, T, Shankar

“… × 2 encoder and corresponding 2 × 4 decoder using 2D photonic crystal ring resonator (PCRR…”
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Design and Implementation of LDPC Encoder / Decoder in the Atmospheric Laser Communication Autor Chang, Li Min, Dong, Qing Wei, Zhan, Ye

“…The paper briefly introduces the structure principle and excellent characteristics of protograph LDPC codes and designs the serial encoding circuit based on FPGA…”
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Design of Complementary Metal–Oxide–Semiconductor Encoder/Decoder with Compact Circuit Structure for Booth Multiplier Autor Yu-Nsin Wang, Yu-Cherng Hung

“…) of central processing unit (CPU) design. As the data bit length increases, the number of partial products in the multiplication process increases, resulting in an increased summation time for the partial products…”
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An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction Autor Lu, Siyu, Yin, Zhengtong, Liao, Shengjun, Yang, Bo, Liu, Shan, Liu, Mingzhe, Yin, Lirong, Zheng, Wenfeng

“…As the battery cycles between charging and discharging, the working conditions or improper operations such as overcharge and over discharge will aggravate the…”
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U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instruments from Laparoscopic Images Autor Kamrul Hasan, S. M., Linte, Cristian A.

“… In this work, we modify the U-Net architecture by introducing a pre-trained encoder and re-design the decoder part, by replacing the transposed convolution operation with an upsampling operation…”
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Attentive U-recurrent encoder-decoder network for image dehazing Autor Yin, Shibai, Wang, Yibin, Yang, Yee-Hong

“…•The proposed network contains an attentive recurrent network and a U-recurrent encoder-decoder network…”
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Pocket2Drug: An Encoder-Decoder Deep Neural Network for the Target-Based Drug Design Autor Shi, Wentao, Singha, Manali, Srivastava, Gopal, Pu, Limeng, Ramanujam, J., Brylinski, Michal

“…Computational modeling is an essential component of modern drug discovery. One of its most important applications is to select promising drug candidates for…”
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Hardware Design of Concatenated Zigzag Hadamard Encoder/Decoder System With High Throughput Autor Jiang, Sheng, Lau, Francis C. M., Sham, Chiu-Wing

“… In this paper, we investigate the hardware design of a concatenated zigzag Hadamard encoder/decoder system and implement it onto an FPGA board…”
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VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network Autor Zhang, Peiying, Li, Chenhui, Wang, Changbo

“… The VisCode framework is based on a deep neural network. We propose to use visualization images and QR codes data as training data and design a robust deep encoder-decoder network…”
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ECG_SegNet: An ECG delineation model based on the encoder-decoder structure Autor Liang, Xiaohong, Li, Liping, Liu, Yuanyuan, Chen, Dan, Wang, Xinpei, Hu, Shunbo, Wang, Jikuo, Zhang, Huan, Sun, Chengfa, Liu, Changchun

“… The main objective of this study is to design a delineation model based on the encoder-decoder structure to detect different heartbeat waveforms, including P-waves, QRS complexes, T-waves, and No waves (NW…”
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Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Autor Haider, Daniel, Perfler, Felix, Lostanlen, Vincent, Ehler, Martin, Balazs, Peter

“…Convolutional layers with 1-D filters are often used as frontend to encode audio signals. Unlike fixed time-frequency representations, they can adapt to the…”
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