Suchergebnisse - Encoder–decoder design*

Feedback Control Over Lossy SNR-Limited Channels: Linear Encoder–Decoder–Controller Design von 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 von 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 von 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 von 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 von Kao, Chien-Ting, Lin, Chieh-Te, Chou, Cheng-Li, Lin, Chu-Chung

“… computational methods. Deep learning has been utilized in various fields and achieved tremendous success in designing novel molecules in the pharmaceutical industry …”
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Characterization of a full encoder/decoder in the AWG configuration for code-based photonic routers-part I: modeling and design von 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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Direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network von 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 von 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 von D, Saranya, T, Shankar

“…  × 2 encoder and corresponding 2 × 4 decoder using 2D photonic crystal ring resonator (PCRR …”
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Design of Complementary Metal–Oxide–Semiconductor Encoder/Decoder with Compact Circuit Structure for Booth Multiplier von 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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Layered Approx-Regular LDPC: Code Construction and Encoder/Decoder Design von Zhang, Haibin, Zhu, Jia, Shi, Huifeng, Wang, Dawei

“… An encoder architecture is then designed for LAR-LDPC codes, by making two improvements to the Richardson-Urbanke approach …”
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Pocket2Drug: An Encoder-Decoder Deep Neural Network for the Target-Based Drug Design von 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 von 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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Design and Implementation of LDPC Encoder / Decoder in the Atmospheric Laser Communication von 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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Towards bi-directional skip connections in encoder-decoder architectures and beyond von Xiang, Tiange, Zhang, Chaoyi, Wang, Xinyi, Song, Yang, Liu, Dongnan, Huang, Heng, Cai, Weidong

“… •We propose bi-directional skip connections in encoder-decoder architectures for an iterative aggregation of encoded and decoded features …”
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Dual-Rule-Based Weighted Fuzzy Interpolative Reasoning Module and Temporal Encoder-Decoder Bayesian Network for Reagent Addition Control von Gao, Xiaoliang, Tang, Zhaohui, Xie, Yongfang, Zhang, Hu, Ding, Nongzhang, Gui, Weihua

“… The existing methods usually construct a rule base for feature setpoint generation and design an error-driven feedback controller for reagent addition …”
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An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction von 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 von 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 von 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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GSCCANet: Dual Decoder Network Fusing Edge Focus and Global Channel Attention for Precise Segmentation of Colonic Polyps von Su, Jun, Chen, Xinyi, Kochan, Orest, Levkiv, Mariana, Przystupa, Krzysztof

“… To address these challenges, we propose GSCCANet with an encoder‐dual decoder co‐design. The encoder employs hybrid Transformer (MiT …”
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