王子劍(東華大學計算機科學技術學院計算機套用系講師)

王子劍，男，東華大學計算機科學技術學院計算機套用系講師。

基本介紹

• 中文名：王子劍
• 畢業院校：同濟大學
• 性別：男
• 職稱：講師

個人簡介

碩士生導師。本科就讀於同濟大學，隨後本校直接攻讀博士，並於2020年獲得同濟大學博士學位。在類腦智慧型，類腦交叉領域套用方向開展科研工作。在國內外高水平期刊和會議發表論文20餘篇，成果發表於IJIS、IEEE Trans等重要國際期刊。主持中央高校專項資金項目1項，並參與了包括國家重點研發計畫項目、國家科技支撐計畫、國家自然科學基金重大研究計畫培育項目、國家自然科學基金面上項目等多項重大課題。在外擔任SCI期刊Journal of Integrative Neuroscience客座編輯，CAAI會員。與中國電信、中國交通銀行、上海東方醫院、天源迪科研究院等多家單位具有多層次深入合作。歡迎有志攻讀碩士的同學與我聯繫。

研究方向

類腦智慧型、機器學習

講授課程

機器學習、大數據

主要論文

1. Zijian Wang, Haibo Shi, Yanting Zhang, and Cairong Yan. Recurrent Spiking Neural Network with Dynamic Presynaptic Currents Based on Backpropagation. International Journal of Intelligent Systems. DOI:10.1002/int.22772 (SCI 1區)

2. Zijian Wang, Yaqin Zhu, Haibo Shi, Yanting Zhang, Cairong Yan. A 3D multiscale view convolutional neural network with attention for mental disease diagnosis on MRI images. Mathematical Biosciences and Engineering, 2021, 18(5): 6978-3994. (SCI/SSCI)

3. Zijian Wang, Lei Cao, Zuo Zhang, Xiaoliang Gong, Yaoru Sun, and Haoran Wang. "Short time Fourier transformation and deep neural networks for motor imagery brain computer interface recognition." Concurrency and Computation: Practice and Experience 30, no. 23 (2018): e4413.(SCI, CCF C)

4. Zijian Wang, Fei Liu, Yaoru Sun, Jie Li, Fang Wang, Zheng Lu. The role of the precuneus and posterior cingulate cortex in the neural routes to action. Computer Assisted Surgery, 2019, 24(sup1): 113-120. (SCI)

5. Shao, Yongjia&, Zijian Wang&, Bin Ji, Hang Qi, Shangci Hao, Gang Li, Yue Zhang, and Qian Xi. "Diffusion Tensor Imaging Study of Olfactory Identification Deficit in Patients With Mild Cognitive Impairment." Frontiers in Aging Neuroscience 13 (2021). (SCI 2區)

6. Zijian Wang, Yaoru Sun, Qianzi Shen, Lei Cao. Dilated 3D Convolutional Neural Networks for Brain MRI Data Classification. IEEE Access, 2019, 7: 134388-134398. (SCI 2區)

7. Zijian Wang, Zuo Zhang, Fang Wang, and Yaoru Sun. Vision-based hand gesture interaction using particle filter, principle component analysis and transition network. Journal of Information & Computational Science. 2014, 11(4): 1037-1045.（EI期刊）

8. Yanting Zhang, Jingru Shi, Qingxiang Wang, Zijian Wang*, and Cairong Yan*, An Exploration of Moving Robot Localization Assisted with a Static Monocular Camera, IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), Beijing, China, 2021.11.17-2021.11.19. (EI會議)

9. Hong Zhang, Yaoru Sun, Jie Li, Fang Wang, Zijian Wang. Covert verb reading contributes to signal classification of motor imagery in BCI. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, 26(1): 45-50. (SCI 2區)

10. Wang, Haoran, Yaoru Sun, Fang Wang, Lei Cao, Wei Zhou, Zijian Wang, and Shiyi Chen. "Cross-Subject Assistance: Inter-and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs." IEEE Transactions on Neural Systems and Rehabilitation Engineering 29 (2021): 517-526. (SCI 2區)

11. Yanting Zhang*, Zijian Wang, Ruoning Song, Cairong Yan, and Yonggang Qi, Detection-by-Tracking of Traffic Signs in Videos, Applied Intelligence, 2021. (SCI 3區)

12. Chunjiang Fan, Zijian Wang, Gang Li, Jian Luo, Yang Cao, Zhenyu Hu, Haoran Wang, Lei Cao. A Novel 3D U-net Deep Network with Paralleling Structure for Stroke Lesion Image Segmentation, Journal of Medical Imaging and Health Informatics, 2020, 10(3): 724-730. (SCI 4區)

13. Zhang, Zuo, Yaoru Sun, and Zijian Wang. "Representation of action semantics in the motor cortex and Broca’s area." Brain and language 179 (2018): 33-41. (SCI 4區)

14. Lei Cao, Tianyu Liu, Lusong Hou, Zijian Wang, Chunjiang Fan, Jie Li, Haoran Wang. A Novel Real-Time Multi-Phase BCI Speller Based on Sliding Control Paradigm of SSVEP. IEEE Access, 2019, 7: 133974-133981. (SCI 4區)

15. Lei Cao, Chunjiang Fan, Zijian Wang, Lusong Hou, Haoran Wang, and Gang Li. Alertness-based subject-dependent and subject-independent filter optimization for improving classification efficiency of SSVEP detection. Technology and Health Care, 2020, 28(S1): 173-180. （SCI 4區）

16. Yan Cairong, Shuai Liu, Yanting Zhang, Zijian Wang, and Pengwei Wang. "A Multi-Task Learning Approach for Recommendation based on Knowledge Graph." In 2021 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2021. (CCF C 會議)

17. Yan Cairong, Yiwei Wang, Yanting Zhang, Zijian Wang, and Pengwei Wang. "Modeling Long-and Short-Term User Behaviors for Sequential Recommendation with Deep Neural Networks." In 2021 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2021. (CCF C 會議)

18. Yan, Cairong, Haixia Han, Zijian Wang, and Yanting Zhang. "Two-Phase Multi-armed Bandit for Online Recommendation." In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), pp. 1-8. IEEE, 2021. (CCF C 會議)

19. Yan, Cairong, Anan Ding, Yanting Zhang, and Zijian Wang, . "Learn Fashion Similarity Based on Hierarchical Attribute Embedding." In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), pp. 1-8. IEEE, 2021. (CCF C 會議)

20. Song Yalin, Yaoru Sun, Zijian Wang, Hong Zhang et al. "Classification of Single Trial EEG During Automatic Correction of Finger Movement." Journal of Software Engineering 11 (2017): 54-59.(EI期刊)

21. Shen Qianzi, Zijian Wang, and Yaoru Sun. "Sentiment analysis of movie reviews based on cnn-blstm." International Conference on Intelligence Science. Springer, Cham, 2017.(EI會議)

科研項目

1. 中央高校自由探索基金項目，基於語義理解神經機制及脈衝神經網路的類腦計算模型研究，2232021D-26，2021/01-2023/12，主持。

2. 東華大學青年教師科研啟動基金項目，基於脈衝神經網路的語義理解模型研究，2021/01-2021/12，主持。

3. 上海市科委“科技創新行動計畫”醫學創新研究專項，20Y11911700，基於機器學習的多模態MRI新技術在MCI早期診斷及其向AD轉化中的套用價值研究，2020/12-2023/11，參與。

4. 國家重點研發計畫項目，城鎮建築垃圾智慧型精細分選與升級利用技術，2019YFC1906200，建築垃圾人工智慧精細分選技術和成套裝備研發與工程示範，2020/01-2022/12，參與。

5. 國家重點研發計畫重大慢性非傳染性疾病防控研究專項， 2016YFC1306805，精神分裂症生物學標記預警模型建立以及在多級風險布控體系中的套用，2016/09-2020/12，參與。

6. 國家自然科學基金重大研究計畫培育項目，91748122，基於身體歸屬腦機制的人機共融輪椅機器人行為意圖實時準確認知與人機協同研究，2018.01-2020.12，參與。