Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron
Siying Liu*, Pier Luigi Dragotti (2024). Neural Networks: 107043.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Enhanced Event-Based Video Reconstruction with Motion Compensation
Siying Liu*, Pier Luigi Dragotti (2024). arXiv preprint arXiv:2403.11961. 22.
First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures
Siying Liu*, Vincent CH Leung, Pier Luigi Dragotti (2023). Frontiers in Neuroscience. 17, 1266003.
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events
Siying Liu*, Pier Luigi Dragotti (2023). IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (10), 12444-12458.
Convolutional ISTA network with temporal consistency constraints for video reconstruction from event cameras
Siying Liu*, Roxana Alexandru, Pier Luigi Dragotti. (2022). ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1935-1939.
RWSNet: a semantic segmentation network based on SegNet combined with random walk for remote sensing
Jie Jiang, Chengjin Lyu, Siying Liu*, Yongqiang He, Xuetao Hao. (2020). International Journal of Remote Sensing. 41 (2), 487-505.
Registration algorithm based on line-intersection-line for satellite remote sensing images of urban areas
Siying Liu, Jie Jiang*. (2019). Remote Sensing. 11 (12), 1400.
Remote sensing image registration based on feature points of global edge
Siying Liu, Jie Jiang*. (2017). IEEE International Conference on Imaging Systems and Techniques (IST). 1-6.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams