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Physical Review Letters|July 9, 2020
Statistical Physics of Unsupervised Learning with Prior Knowledge in Neural NetworksTianqi Hou, Haiping HuangPhysical Review. E|January 15, 2022
Associative memory model with arbitrary Hebbian lengthZijian Jiang, Jianwen Zhou, Tianqi Hou, et al.Physical Review. E|January 15, 2022
Eigenvalue spectrum of neural networks with arbitrary Hebbian lengthJianwen Zhou, Zijian Jiang, Tianqi Hou, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|January 15, 2011
Message passing algorithms for the Hopfield network reconstruction: threshold behavior and limitationHaiping HuangPediatric Cardiology|August 18, 2023
A Novel Approach to Fetal ECG Extraction Using Temporal Convolutional Encoder-Decoder Network (TCED-Net)Haiping HuangPhysical Review. E|October 20, 2020
Variational mean-field theory for training restricted Boltzmann machines with binary synapsesHaiping HuangPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|April 7, 2010
Reconstructing the Hopfield network as an inverse Ising problemHaiping HuangFrontiers in Computational Neuroscience|August 8, 2024
Eight challenges in developing theory of intelligenceHaiping HuangPhysical Review. E|February 20, 2025
Nonequilbrium physics of generative diffusion modelsZhendong Yu, Haiping HuangPageof 14