12 citations · 17 across the 2 of their papers we have counts for
2 papers
q-bio.NC2022★ 12 cited
Spectrum of non-Hermitian deep-Hebbian neural networks
Zijian Jiang, Ziming Chen, Tianqi Hou +1
Neural networks with recurrent asymmetric couplings are important to understand how episodic memories are encoded in the brain. Here, we integrate the experimental observation of w…
cond-mat.dis-nn2021★ 5 cited
Eigenvalue spectrum of neural networks with arbitrary Hebbian length
Jianwen Zhou, Zijian Jiang, Tianqi Hou +3
Associative memory is a fundamental function in the brain. Here, we generalize the standard associative memory model to include long-range Hebbian interactions at the learning stag…