Mixed precision quantization based on information entropy by Ting Qin, Zhao Li, Jiaqi Zhao, Yuting Yan, Yafei Du

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Optimized RSMA and NOMA Transmission in MIMO Downlinks With Quantized Channel Direction Information by Kritsada Mamat, Wiroonsak Santipach

“…This work assumes that only quantized channel direction information (CDI), representing the normalized channel vector, is available at the base station. …”
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Design and implementation for partition dynamically vector quantization chip by YU Ning-mei, WANG Dong-fang, LIAO Yu-min, FU Yun-qiang

Subjects: “…information processing technology;image coding;vector quantization;CMOS…”
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Audio steganography by quantization index modulation in the DCT domain by CHEN Ming1, ZHANG Ru1, LIU Fan-fan1, NIU Xin-xin1, YANG Yi-xian1

“…Audio signal has more information redundancy than image signal, but its randomicity is stronger. …”
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Design and implementation for partition dynamically vector quantization chip by YU Ning-mei, WANG Dong-fang, LIAO Yu-min, FU Yun-qiang

Subjects: “…information processing technology…”
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Evaluation of Information Indicators of Quantization Noise Generated by Speech Signal Analogue-Digital Conversion by V. K. Zheleznyak, K. J. Rahanov, Y. R. Adamovskiy

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A Novel Mixed-Precision Quantization Approach for CNNs by Dan Wu, Yanzhi Wang, Yuqi Fei, Guowang Gao

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Synthesis of a measuring composite signal for assessing the security of speech signals during discrete-quantized transformation by V. K. Zheleznjak, S. V. Lavrov, A. G. Filipovich, M. M. Baranouski

Subjects: “…information security…”
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Virtual channel model for distributed video coding accounting for quantization noise by Ming YIN, Shu-ting CAI, Yun XIE, Yun ZHANG

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An Adaptive Approach in Channel Quantization for Small Cells Based on Per-Receiver Antenna Quantization by Sanjeeb Shrestha, Xiaoying Kong, Paul Kwan, Xiaojing Huang

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Quantization for a Condensation System by Shivam Dubey, Mrinal Kanti Roychowdhury, Saurabh Verma

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Quantized Inverse Design for Photonic Integrated Circuits by Frederik Schubert, Yannik Mahlau, Konrad Bethmann, Fabian Hartmann, Reinhard Caspary, Marco Munderloh, Jörn Ostermann, Bodo Rosenhahn

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Distributed Vector Quantization over Sensor Network by Chunguang Li, Yiliang Luo

“…A vector quantizer is a system for encoding the original data to reduce the bits needed for communication and storage saving while maintaining the necessary fidelity of the data. …”
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Lightweight Road Environment Segmentation using Vector Quantization by J. Kwag, A. Yilmaz, C. Toth

“…In both architectures, the encoder often relies heavily on extracting continuous representations from the image, which limits the ability to represent meaningful discrete information. To address this limitation, we propose segmentation of the autonomous driving environment using vector quantization. …”
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Source Quantization and Coding over Noisy Channel Analysis by Runfeng Wang, Dan Song, Jinkai Ren, Lin Wang, Zhiping Xu

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Quantization-based chained privacy-preserving federated learning by Ya Liu, Shumin Wu, Yibo Li, Fengyu Zhao, Yanli Ren

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Heterogeneous quantization regularizes spiking neural network activity by Roy Moyal, Kyrus R. Mama, Matthew Einhorn, Ayon Borthakur, Thomas A. Cleland

“…We present a data-blind neuromorphic signal conditioning strategy, based on the biological system architecture, that normalizes and quantizes analog data into spike-phase representations, thereby transforming uncontrolled sensory input into a regular form with minimal information loss. …”
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Quantum simulations of chemistry in first quantization with any basis set by Timothy N. Georges, Marius Bothe, Christoph Sünderhauf, Bjorn K. Berntson, Róbert Izsák, Aleksei V. Ivanov

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The Quantum Memory Matrix: A Unified Framework for the Black Hole Information Paradox by Florian Neukart, Reuben Brasher, Eike Marx

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Rate distortion optimization for adaptive gradient quantization in federated learning by Guojun Chen, Kaixuan Xie, Wenqiang Luo, Yinfei Xu, Lun Xin, Tiecheng Song, Jing Hu

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