白恩慧博士2011年毕业于韩国浦项工科大学(POSTECH)电子与电气工程专业,获学士学位;2013年在POSTECH获信息技术融合工程硕士学位;2018年在德国德累斯顿工业大学(TU Dresden)获材料科学工学博士(Dr.-Ing.)学位。
2019年至2023年,她在清华大学精密仪器系从事博士后研究工作。2023年至2024年,任清华大学脑与智能实验室研究员。自2024年起,白恩慧博士任清华大学集成电路学院助理研究员。
她的长期研究愿景是探索生物智能如何源自材料与复杂网络结构的相互作用,并通过电路与大规模集成实现这些原理,从而推动能效更高、具备适应性的类脑智能系统。
E-mail: eunhyebaek@tsinghua.edu.cn
地址: 北京市海淀区清华大学集成电路学院 自强科技楼2-725, 邮编 100084
ORCID: https://orcid.org/0000-0002-1662-7399
研究方向
· 混合器件类脑计算
基于先进半导体材料与器件(铁电材料、阻变存储器、CMOS晶体管)的集成,发展类脑计算平台。
· 类脑电路与时空处理系统
设计能够模拟生物智能在时间与空间中处理信息的类脑电路体系结构。
· 结构驱动的网络计算
研究网络拓扑与分层组织如何实现高效、可扩展的计算模式。
代表性论文
1. E. Baek*, S. Song, C.-K. Baek, R. Zhao, L. Shi*, C. V. Cannistraci*.
“Neuromorphic dendritic network computation with silent synapses for visual motion perception,” Nature Electronics, 7(6), 2024, 454-465. (共同通讯作者)
2. E. Baek*, N. Das, C. V. Cannistraci, T. Rim, G. S. Cañón Bermúdez, K. Nych, H. Cho, K. Kim, C.-K. Baek, D. Makarov, R. Tetzlaff, L. Chua, L. Baraban*, G. Cuniberti*.
“Intrinsic plasticity of silicon nanowire neurotransistors for dynamic memory and learning functions,” Nature Electronics, 3, 2020, 398-408. (共同通讯作者)
3. L. Baraban*, B. Ibarlucea, E. Baek, G. Cuniberti*.
“Hybrid silicon nanowire devices and their functional diversity,” Advanced Science, 6(15), 2019, 1900522. (共同第一作者)
4. E. Baek, T. Rim, J. Schütt, C.-k Baek, K. Kim, L. Baraban*, G. Cuniberti*.
“Negative photoconductance in heavily doped Si nanowire field-effect transistors,” Nano Letters, 17(11), 2017, 6727–6734.
5. E. Baek, S. Pregl, M. Shaygan, L. Römhildt, W. M. Weber, T. Mikolajick, D. A. Ryndyk, L. Baraban*, G. Cuniberti*.
“Optoelectronic switching of nanowire-based hybrid organic/oxide/semiconductor field-effect transistors,” Nano Research, 8(4), 2015, 1229-1240.
6. B. Jin, T. H. Thu, E. Baek, S. Sakong, J. Xiao, T. Mondal, M. J. Deen*.
“Walking-age Analyzer for healthcare application,” IEEE Journal of Biomedical and Health Informatics, 18(3), 2014, 1034-1042.
7. S. Kim, T. Rim, K. Kim, U. Lee, E. Baek, H. Lee, C.-K. Baek, M. Meyyappan, M. J. Deen, J.-S. Lee*.
“Silicon nanowire ion sensitive field effect transistor with integrated Ag/AgCl electrode: pH sensing and noise characteristics,” Analyst, 136(23), 2011, 5012-5016.
奖励与荣誉
· 2024年 韩国科学技术团体联合会(KOFST)“海外科学家与工程师年度奖 – 次世代领军者奖”
学术服务
· 担任 Nature Electronics, Nature Communications, ACS Applied Electronic Materials, Scientific Reports 等期刊审稿人
Eunhye Baek - Assistant Professor
Dr. Eunhye Baek received her B.S. degree in Electronics and Electrical Engineering from Pohang University of Science and Technology (POSTECH), South Korea, in 2011, and her M.S. degree in IT Convergence Engineering from POSTECH in 2013. She obtained her Dr.-Ing. degree in Materials Science from Dresden University of Technology (TU Dresden), Germany, in 2018.
From 2019 to 2023, she worked as a Postdoctoral Researcher in the Department of Precision Instrument at Tsinghua University. From 2023 to 2024, she served as a Research Fellow at the Tsinghua Laboratory of Brain and Intelligence. Since 2024, Dr. Baek has been a Research Assistant Professor in the School of Integrated Circuits at Tsinghua University.
Her long-term vision is to investigate how biological intelligence arises from the interplay of materials and complex network architectures, and to realize these principles through circuits and large-scale integration, thereby enabling energy-efficient and adaptive brain-like intelligent systems.
E-mail: eunhyebaek@tsinghua.edu.cn
Address: Ziqiang Science & Technology Building 2-725, School of Integrated Circuits, Tsinghua University, Beijing, 100084, China
ORCID: https://orcid.org/0000-0002-1662-7399
Research Interests
· Hybrid-device neuromorphic computing
Developing neuromorphic platforms by integrating advanced semiconductor materials and devices including ferroelectric, resistive switching materials and CMOS transistors.
· Neuromorphic circuits and spatiotemporal processing systems
Designing brain-inspired circuit architectures capable of processing information across time and space.
· Structure-drive network computation
Investigating how network topology and hierarchical organization can enable efficient and scalable forms of computation
Representative Publications
E. Baek*, S. Song, C.-K. Baek, R. Zhao, L. Shi*, C. V. Cannistraci*. “Neuromorphic dendritic network computation with silent synapses for visual motion perception,” Nature Electronics 7(6). 2024, 454-465. (co-corresponding)
E. Baek*, N. Das, C. V. Cannistraci, T. Rim, G. S. Cañón Bermúdez, K. Nych, H. Cho, K. Kim, C.-K. Baek, D. Makarov, R. Tetzlaff, L. Chua, L. Baraban*, G. Cuniberti*. “Intrinsic plasticity of silicon nanowire neurotransistors for dynamic memory and learning functions,” Nature Electronics 3, 2020, 398-408 (co-corresponding)
L. Baraban*, B. Ibarlucea, E. Baek, G. Cuniberti*. “Hybrid silicon nanowire devices and their functional diversity,” Advanced Science 6(15), 2019, 1900522. (Co-first)
E. Baek, T. Rim, J. Schütt, C.-k Baek, K. Kim, L. Baraban*, G. Cuniberti*. “Negative photoconductance in heavily doped Si nanowire field-effect transistors,” Nano Letters 17(11), 2017, 6727–6734.
E. Baek, S. Pregl, M. Shaygan, L. Römhildt, W. M. Weber, T. Mikolajick, D. A. Ryndyk, L. Baraban*, G. Cuniberti*. “Optoelectronic switching of nanowire-based hybrid organic/oxide/semiconductor field-effect transistors,” Nano Research 8(4), 2015, 1229-1240.
B. Jin, T. H. Thu, E. Baek, S. Sakong, J. Xiao, T. Mondal, M. J. Deen*. “Walking-age Analyzer for healthcare application,” IEEE Journal of Biomedical and Health Informatics 18(3), 2014, 1034-1042.
S. Kim, T. Rim, K. Kim, U. Lee, E. Baek, H. Lee, C.-K. Baek, M. Meyyappan, M. J. Deen, J.-S. Lee*. “Silicon nanowire ion sensitive field effect transistor with integrated Ag/AgCl electrode: pH sensing and noise characteristics,” Analyst 136(23), 2011, 5012-5016.
Awards & Honors
Overseas Scientist and Engineer of the Year Award, Korean Federation of Science and Technology Societies (KOFST), 2024
Professional Service
Reviewer for Nature Electronics, Nature Communications, ACS Applied Electronic Materials, Scientific Report.