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publications
An on-chip digital monostable multivibrator using inverter-based delay chains
Published in Journal of Circuits, Systems and Computers, 2019
Recommended citation: Wan M, Zhang Y, Zhang M, et al. An on-chip digital monostable multivibrator using inverter-based delay chains[J]. Journal of Circuits, Systems and Computers, 2019, 28(04): 1920001.
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A New Message Expansion Structure for Full Pipeline SHA-2
Published in IEEE Transactions on Circuits and Systems I: Regular Papers, 2021
Recommended citation: Zhang Y, He Z, Wan M, et al. A new message expansion structure for full pipeline SHA-2[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, 68(4): 1553-1566.
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Predicting long-term stock movements with fused textual features of Chinese research reports
Published in Expert Systems with Applications, 2022
Recommended citation: Zhang M, Yang J, Wan M, et al. Predicting long-term stock movements with fused textual features of Chinese research reports[J]. Expert Systems with Applications, 2022, 210: 118312.
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Enhancing the Reliability of SC PUF Through Optimal Capacitor Configuration
Published in IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
Recommended citation: Wang Z, Zhang Y, Ma Y, et al. Enhancing the Reliability of SC PUF Through Optimal Capacitor Configuration[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, 71(1): 85-98.
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An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge
Published in Information Processing & Management, 2024
Recommended citation: Yang J, Feng S, Zhang W, et al. An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge[J]. Information Processing & Management, 2024, 61(1): 103579.
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ROUGE-SEM: Better evaluation of summarization using ROUGE combined with semantics
Published in Expert Systems with Applications, 2024
Recommended citation: Zhang M, Li C, Wan M, et al. ROUGE-SEM: Better evaluation of summarization using ROUGE combined with semantics[J]. Expert Systems with Applications, 2024, 237: 121364.
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MCRSpell: A metric learning of correct representation for Chinese spelling correction
Published in Expert Systems with Applications, 2024
Recommended citation: Li C, Zhang M, Zhang X, et al. MCRSpell: A metric learning of correct representation for Chinese spelling correction[J]. Expert Systems with Applications, 2024, 237: 121513.
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From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor
Published in Information Processing & Management, 2024
Recommended citation: Zhang M, Lu J, Yang J, et al. From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor[J]. Information Processing & Management, 2024, 61(3): 103696.
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A hierarchical deep model integrating economic facts for stock movement prediction
Published in Engineering Applications of Artificial Intelligence, 2024
Recommended citation: Yang J, Zhang M, Feng S, et al. A hierarchical deep model integrating economic facts for stock movement prediction[J]. Engineering Applications of Artificial Intelligence, 2024, 133: 108320.
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A Low Power Capacitive Sensor Readout Circuit
Published in 2024 6th International Conference on Circuits and Systems (ICCS), 2024
Recommended citation: Z. Zhang, Y. Ma, Z. Wang, R. Liu, M. Zhang and M. Wan, "A Low Power Capacitive Sensor Readout Circuit," 2024 6th International Conference on Circuits and Systems (ICCS), Chengdu, China, 2024, pp. 85-90.
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Separating the predictable part of returns with CNN-GRU-attention from inputs to predict stock returns
Published in Applied Soft Computing, 2024
Recommended citation: Yang J, Zhang M, Fang R, et al. Separating the predictable part of returns with CNN-GRU-attention from inputs to predict stock returns[J]. Applied Soft Computing, 2024, 165: 112116.
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Negative Input Protection Design of Power Switch
Published in IEEE Transactions on Circuits and Systems I: Regular Papers, 2025
Recommended citation: Wan M, Wang Z, Ma Y, et al. Negative Input Protection Design of Power Switch[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2025.
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Enhancing stock ranking forecasting by modeling returns with heteroscedastic Gaussian Distribution
Published in Physica A: Statistical Mechanics and its Applications, 2025
Recommended citation: Yang J, Fang R, Zhang M, et al. Enhancing stock ranking forecasting by modeling returns with heteroscedastic Gaussian Distribution[J]. Physica A: Statistical Mechanics and its Applications, 2025, 664: 130442.
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An Efficient deep learning model to Predict Stock Price Movement Based on Limit Order Book
Published in arXiv preprint, 2025
Recommended citation: Yang J, Fang R, Zhang M, et al. An Efficient deep learning model to Predict Stock Price Movement Based on Limit Order Book[J]. arXiv preprint arXiv:2505.22678, 2025.
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A Featureless Dual-Mode Latch-Based PUF
Published in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025
Recommended citation: Liu R, Song M, Yu C, et al. A Featureless Dual-Mode Latch-Based PUF[J]. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025.
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Anomalous sound detection using sound image and CTF-bilateral filter
Published in Neurocomputing, 2025
Recommended citation: Lu J, Zhang M, Li T. Anomalous sound detection using sound image and CTF-bilateral filter[J]. Neurocomputing, 2025, 637: 130151.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Microcontroller Courses
Undergraduate course, Hubei University, School of Microelectronics, 2024
- Course Goal 1 : Through course learning, students will master the technology of comprehensive use of the six commonly used peripheral resources of single-chip microcomputers, and the ability to analyze and evaluate the actual problems of single-chip microcomputer application systems;
- Course Goal 2 : Through course learning, students will be trained to use experimental equipment and simulation software, and master the use of mainstream testing, simulation and development software in electronic information engineering;
- Course Goal 3 : Through the experience process of the complete hardware project development process, students will independently complete comprehensive design projects, and cultivate students’ scientific attitude and professional ethics of hard work, carefulness, and seeking truth from facts.
Embedded Systems Courses
Undergraduate course, Hubei University, School of Microelectronics, 2025
- Course Goal 1 : Master the basic concepts of embedded systems; be familiar with the mechanism of storing programs and data in memory units; master the basic concepts of interrupts and exceptions based on embedded processors and the principles of software and hardware implementation; master the assembly program design method; understand the basic concepts of real-time operating systems, kernel components, task management, etc.;
- Course Goal 2 : Have a basic understanding of ARC processors; master the functions and level control ideas of different pins of embedded microprocessor chips based on ARC architecture, and build related peripheral circuits externally; master how to control the pin level through C voice and assembly language to complete the required functions;
- Course Goal 3 : Master the basic architecture and development process of embedded microprocessors based on ARC architecture; master common technical means and understand their significance, such as: interrupts and exceptions, watchdog circuits, JTAG, etc.; master the modular design ideas of software and hardware in embedded systems. For different application scenarios, the system can be modularly segmented and analyzed, and the hardware circuit design and software programming can be reasonably completed.