In school of computer science, Peking University, we are inviting applications for a few PhD and PostDoc positions focusing on the exciting intersection of neuroscience and artificial intelligence. The selected candidate will collaborate with our team to reverse-engineer the brain (cortical and subcortical structures) in multi-scale, data-based models, exploring its working mechanisms, dynamics, and learning capabilities with respect to generalization. Please refer ifgovh.github.io for more details. This research will build upon foundational work such as: - Chen, Guozhang, Franz Scherr, and Wolfgang Maass. "[Data-based large-scale models provide a window into the organization of cortical computations](https://www.biorxiv.org/content/10.1101/2023.04.28.538662v3.abstract)." bioRxiv (2023): 2023-04. - Chen, Guozhang, Franz Scherr, and Wolfgang Maass. "[A data-based large-scale model for primary visual cortex enables brain-like robust and versatile visual processing](https://www.science.org/doi/full/10.1126/sciadv.abq7592)." Science Advances 8.44 (2022): eabq7592. - Chen, Guozhang, and Pulin Gong. "[A spatiotemporal mechanism of visual attention: Superdiffusive motion and theta oscillations of neural population activity patterns.](https://www.science.org/doi/full/10.1126/sciadv.abl4995)" Science Advances 8.16 (2022): eabl4995. - Chen, Guozhang, and Pulin Gong. "[Computing by modulating spontaneous cortical activity patterns as a mechanism of active visual processing.](https://www.nature.com/articles/s41467-019-12918-8)" Nature communications 10.1 (2019): 4915. In addition, depending on the interest, candidates will engage in the development of brain-inspired architectures and algorithms for AI, as well as for highly energy-efficient neuromorphic hardware. ## Qualifications - A strong motivation for understanding "how the brain works". - A strong background in computer science, computational neuroscience, physics, robotics, or related fields. - Proficient skills in mathematics/theory and programming. - An excellent academic record, demonstrated research potential. - Intermediate to advanced English reading, communicating and writing skills. ## How to Apply Interested candidates should submit the following: - A detailed CV. - A brief personal statement (explaining your movtivation and plan). - Academic transcripts. - Names of referees. - Links to thesis, publications, and any other relevant documents. Please send your application with a tile "phd position application" or "postdoc position application" to: guozhang.chen [at] pku.edu.cn -- Regards, Guozhang