Peng Li| Selected Publications

Peng Li

List of Publications for Evaluation

1.Peng Li, Yingyezhe Jin, and Wenrui Zhang, “Hybrid macro/micro level backpropagation for training deep spiking neural networks,” In Proc. of Conference on Neural Information Processing Systems (NIPS), December 2018 (to appear) (acceptance rate 1011/4856 = 20.8%).

2. Peng Li, Suming Lai, and *Boyuan Yan, “Localized stability checking and design of IC power delivery with distributed voltage regulators,” IEEE Trans. on Computer-Aided Design of Integrated Circuits and Systems, pp. 1321-1333, September 2013.

3. Peng Li, *Yong Zhang, *Yingyezhe Jin, and Yoonsuck Choe, “A digital liquid state machine with biologically inspired learning and its application to speech recognition,” in IEEE Trans. on Neural Networks and Learning Systems, vol. 26, no. 11, pp. 2635-2649, Nov. 2015.

4. Peng Li, *Yu Liu, and *Yingyezhe Jin, “Online adaptation and energy minimization for hardware recurrent spiking neural networks,” in ACM Journal on Emerging Technologies in Computing Systems, vo. 14, no. 1, pp. 11:1 – 11:21, Mar. 2018.

5. Peng Li, *Zhiyu Zeng, and Zhuo Feng, “Parallel on-chip power distribution network analysis on multi-core-multi-GPU platforms,” in IEEE Trans. on Very Large Scale Integration Systems, vol. 19, no. 10, pp. 1823-1836, October 2011.

6. Peng Li, *Hanbin Hu, *Qingran Zheng, and *Ya Wang, “HFMV: Hybridizing formal methods and machine Learning for verification of analog and mixed-signal circuits,” in Proc. of IEEE/ACM Design Automation Conference (DAC), pp. 95:1--95:6, June 2018 (acceptance rate: 168/691 = 24.3%).

7. Peng Li and *Boyuan Yan, “The emergence of abnormal hypersynchronization in the anatomical structural network of human brain,” NeuroImage, volume 65, pp. 34-51, January 2013 (impact factor: 6.608).