Jian K. Liu

Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

Jian K. Liu, Helene M. Schreyer, Arno Onken et al. · Nature Communications · 2017 · 117 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Embedding Multiple Trajectories in Simulated Recurrent Neural Networks in a Self-Organizing Manner

Jian K. Liu, Dean V. Buonomano · Journal of Neuroscience · 2009 · 115 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +16

Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains

Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara et al. · PLoS Computational Biology · 2016 · 94 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Single-neuron representation of learned complex sounds in the auditory cortex

Meng Wang, Xiang Liao, Ruijie Li et al. · Nature Communications · 2020 · 82 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation

Qi Xu, Yaxin Li, Jiangrong Shen et al. · 2023 · 80 citations

Computing, Computer Science, Artificial Intelligence +14