Publications
For a full and up-to-date list, visit my Google Scholar profile. * indicates first author(s)
Journal Articles
- *Song, Deying, *Chung, D. W., & Ermentrout, G.B. Mean-field analysis of synaptic alterations underlying deficient cortical gamma oscillations in schizophrenia. Journal of Computational Neuroscience, 2024. [doi]
Peer-Reviewed Conferences
- *Song, Deying & Huang, C. Computational benefits of normalization in a circuit model. Computational and Systems Neuroscience (CoSyNe), 2025 (acceptance rate 49%). Montreal, Québec, Canada. [doi]
- *Song, Deying & Huang, C. Neuronal heterogeneity of normalization in a circuit model. From neuroscience to artificial intelligent systems (NAISys), 2024. Cold Spring Harbor Laboratory, NY, US.
- *Song, Deying & Huang, C. Heterogeneity in normalization and attentional modulation in a circuit model. Computational and Systems Neuroscience (CoSyNe), 2023 (acceptance rate 50%). Montreal, Québec, Canada.
Preprints
- *Song, Deying, Ruff, D., Cohen, M., & Huang, C. Neuronal heterogeneity of normalization strength in a circuit model. bioRxiv, 2024. [doi]
- *Song, Deying, Niu, X., Zhang, W.-H., & Lee, T. A spiking neural circuit model for learning multi-sensory integration. bioRxiv, 2020. [doi]
Tools and Software
- How task specification affects generalization in machine learning: A tutorial in Neuromatch Academy NeuroAI Course, 2024.
- Awesome Foundation Models for the Brain: A professionally curated list of Modeling papers, Datasets, Experimental papers, Code Repositories, and Benchmarks for Foundation Model for the Brain.