鐘帥

博士,青年研究員,研究組組長(zhǎng)

Email: zhongshuai@@www.plm-bat.com

個(gè)人簡(jiǎn)介

      鐘帥,青年研究員,類腦計(jì)算理論與器件研究組。2009年本科畢業(yè)于西北工業(yè)大學(xué),2014年碩士畢業(yè)于北京航空航天大學(xué),2019年于新加坡科技與設(shè)計(jì)大學(xué)取得博士學(xué)位。2019年后分別在新加坡科技與設(shè)計(jì)大學(xué)及清華大學(xué)從事博士后研究。主持中國(guó)博士后面上項(xiàng)目,參與2030科技創(chuàng)新項(xiàng)目(腦計(jì)劃)以及新加坡科學(xué)院、教育部等研究項(xiàng)目。

類腦計(jì)算理論與器件研究組:

類腦計(jì)算是借鑒腦科學(xué)基本原理,打破“馮諾依曼”架構(gòu)束縛的新型計(jì)算技術(shù)。本研究組將從理論和器件兩個(gè)方向?qū)︻惸X計(jì)算展開協(xié)同研究。

理論方面:研究類腦計(jì)算架構(gòu)、模型和算法,探索基于類腦計(jì)算的類腦智能的基礎(chǔ)理論;借鑒神經(jīng)元模型、神經(jīng)環(huán)路傳導(dǎo)、神經(jīng)編碼及認(rèn)知、學(xué)習(xí)、記憶、決策等神經(jīng)機(jī)制,逐步建立和完善類腦處理信息處理的數(shù)學(xué)/計(jì)算原理和模型;構(gòu)建類腦計(jì)算和智能的統(tǒng)一理論框架。為類腦計(jì)算器件及系統(tǒng)的發(fā)展提供理論基礎(chǔ)。

器件方面:基于新材料和新技術(shù),研究新型高性能類腦神經(jīng)器件,解決一致性差、可靠性差、規(guī)?;y等痛點(diǎn);研究基于類腦神經(jīng)器件的網(wǎng)絡(luò)架構(gòu),構(gòu)建大規(guī)模陣列,開展外圍電路的研發(fā)與設(shè)計(jì);研究基于新型類腦器件的感知和計(jì)算架構(gòu),發(fā)展感存、存算、感存算一體系統(tǒng)。

代表論著:


1. S. Zhong*, J. C. Zhou, F. W. Yu, M. Xu, Y. S. Zhang*, B. Yu, R. Zhao*. An Optical Neuromorphic Sensor with High Uniformity and High Linearity for Indoor Visible Light Localization. Advanced Sensor Research. 2300197. (2024)

2. Z. J. Wang, Y. X. Song, G. B. Zhang, Q. Luo, K. Xu, D. W. Gao, B. Yu, D. Loke, S. Zhong*, Y. S. Zhang*. Advances of Embedded Resistive Random Access Memory in Industrial Manufacturing and Its Potential Applications. International Journal of Extreme Manufacturing. (2024).

3. M. Xu, F. Q. Liu, Y. F. Hu, H. Y. Li, Y. Y. Wei, S. Zhong, J. Pei* and L. Deng*. Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness. IEEE Transactions on Neural Networks and Learning Systems. (Accepted in 2024.2.25)

4. J. C. Zhou, A. Z. Chen, Y. S. Zhang*, D. Pu, B. S. Qiao, J. Y. Hu, H. X. Li, S. Zhong, R. Zhao, F. Xue, Y. Xu*, K. Loh, H. Wang, B. Yu*. Two-Dimensional Ferroionics: Conductive Switching Mechanisms And Transition Boundaries in Van Der Waals Layered Material CuInP2S6. Advanced materials. 35, 2302419. (2023).

5. S. Zhong, Y. Zhang. H. Zheng, F. W. Yu, R. Zhao, Spike-based Spatiotemporal Processing Enabled by Oscillation Neuron for Energy-Efficient Artificial Sensory Systems. Advanced Intelligent System. Advanced Intelligent System, 2200076 (2022)

6. S. Zhong, H.C. Wong, H.Y. Low, R. Zhao. Phototriggerable Transient Electronics via Fullerene-Mediated Degradation of Polymer:Fullerene Encapsulation Layer. ACS Applied Interface & Interfaces.13(1), 904 (2021)

7. S. Zhong, X. Ji, S. Hao, F. Liu, R. Zhao. A biodegradable artificial synapse implemented by foundry-compatible materials. Applied Physics Letters 117, 192105 (2020).

8. S. Zhong, X. Ji, Y. Zhou, Y. Zhang, A. Ye, R. Zhao. CMOS Compatible Transient Resistive Memory with Prolonged Lifetime. Advanced Materials Technologies, 4, 1900217 (2019)

9. S. Zhong, X., Ji, L. Song, Y. Zhang, R. Zhao. Enabling Transient electronics with degradation on demand via Light-responsive Encapsulation of Hydrogel/oxide bilayer. ACS Applied Interface & Interfaces. 10(42), (2018)

10. S. Zhong, Y. Cui. Metal and annealing atmospheres dependence of resistive switching in metal/Nb0.7wt%-SrTiO3 interfaces. Current Applied Physics 13(5):913–918, (2013)

11. S. Zhong, S. Duan, Y. Cui. Electrode dependence of resistive switching in Au/Ni-Au nanoparticle devices. RSC Advances 4(77), (2014)


鐘帥研究組