Publications

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Preprint

Natural constraints explain working memory capacity limitations in sensory-cognitive models bioRxiv (2023)
Yudi Xie, Yu Duan, Aohua Cheng, Pengcen Jiang, Christopher J. Cueva, Guangyu Robert Yang
paper

Conferences

Indoctrinating students is harder than you think: highly constraining RNNs is no guarantee of their quality as surrogates for the brain 2025 Conference on Society for Neuroscience (SfN)
Pengcen Jiang, Hamza Giaffar, Zida Jin, Yixin Yuan, Adam Charles, Mikio Aoi

Neural connectivity constrains computation in the insect Lateral Horn 2025 Conference on Society for Neuroscience (SfN)
Hamza Giaffar, Pengcen Jiang, Camille E. Rullán Buxó, Mikio Aoi

Recurrent Neural Networks Utilize Different Mechanisms when Learning Kalman Systems 2024 Conference on Society for Neuroscience (SfN)
Pengcen Jiang, Adam Charles, Mikio Aoi

Human-like capacity limits in working memory models result from naturalistic sensory constraints 2023 Conference on Computational and Systems Neuroscience (COSYNE)
Yudi Xie, Yu Duan, Aohua Cheng, Pengcen Jiang, Christopher J. Cueva, Guangyu Robert Yang

Human-like capacity limitation in multi-system models of working memory 2022 Conference on Cognitive Computational Neuroscience (CCN)
Yudi Xie, Yu Duan, Aohua Cheng, Pengcen Jiang, Christopher J. Cueva, Guangyu Robert Yang

Other Journals

Capillary condensation under nano-confinement: A supplement to the 150-year-old Kelvin equation Chinese Science Bulletin (2021)
Fengchao Wang, Pengcen Jiang, Qiong Fan