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Jian K. Liu - Publications

Affiliations: 
University of Leicester, Leicester, England, United Kingdom 
Website:
https://sites.google.com/site/jiankliu/
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21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Jia S, Liu JK, Yu Z. Protocol for dissecting cascade computational components in neural networks of a visual system. Star Protocols. 4: 102722. PMID 37976152 DOI: 10.1016/j.xpro.2023.102722  0.313
2022 Liu JK, Karamanlis D, Gollisch T. Simple model for encoding natural images by retinal ganglion cells with nonlinear spatial integration. Plos Computational Biology. 18: e1009925. PMID 35259159 DOI: 10.1371/journal.pcbi.1009925  0.643
2021 Jia S, Yu Z, Onken A, Tian Y, Huang T, Liu JK. Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. Ieee Transactions On Cybernetics. PMID 33400673 DOI: 10.1109/TCYB.2020.3042513  0.318
2020 Wang M, Liao X, Li R, Liang S, Ding R, Li J, Zhang J, He W, Liu K, Pan J, Zhao Z, Li T, Zhang K, Li X, Lyu J, ... ... Liu JK, et al. Single-neuron representation of learned complex sounds in the auditory cortex. Nature Communications. 11: 4361. PMID 32868773 DOI: 10.1038/S41467-020-18142-Z  0.334
2020 An L, Tang Y, Wang D, Jia S, Pei Q, Wang Q, Yu Z, Liu JK. Intrinsic and Synaptic Properties Shaping Diverse Behaviors of Neural Dynamics. Frontiers in Computational Neuroscience. 14: 26. PMID 32372936 DOI: 10.3389/Fncom.2020.00026  0.379
2020 Zheng Y, Jia S, Yu Z, Huang T, Liu JK, Tian Y. Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. Neural Networks : the Official Journal of the International Neural Network Society. 126: 42-51. PMID 32197212 DOI: 10.1016/J.Neunet.2020.03.003  0.328
2020 Yan Q, Zheng Y, Jia S, Zhang Y, Yu Z, Chen F, Tian Y, Huang T, Liu JK. Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. Ieee Transactions On Cybernetics. PMID 32167923 DOI: 10.1109/Tcyb.2020.2972983  0.389
2020 Zhang Y, Jia S, Zheng Y, Yu Z, Tian Y, Ma S, Huang T, Liu JK. Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 125: 19-30. PMID 32070853 DOI: 10.1016/J.Neunet.2020.01.033  0.334
2020 Yu Z, Chen F, Liu JK. Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks Ieee Transactions On Cognitive and Developmental Systems. 12: 497-510. DOI: 10.1109/Tcds.2019.2927808  0.327
2020 Yu Z, Liu JK, Jia S, Zhang Y, Zheng Y, Tian Y, Huang T. Toward the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes Engineering. 6: 449-461. DOI: 10.1016/J.Eng.2020.02.004  0.402
2019 An L, Tang Y, Wang Q, Pei Q, Wei R, Duan H, Liu JK. Coding Capacity of Purkinje Cells With Different Schemes of Morphological Reduction. Frontiers in Computational Neuroscience. 13: 29. PMID 31156415 DOI: 10.3389/Fncom.2019.00029  0.386
2019 Das GP, Vance PJ, Kerr D, Coleman SA, McGinnity TM, Liu JK. Computational modelling of salamander retinal ganglion cells using machine learning approaches Neurocomputing. 325: 101-112. DOI: 10.1016/J.Neucom.2018.10.004  0.349
2018 Yu Z, Guo S, Deng F, Yan Q, Huang K, Liu JK, Chen F. Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All. Ieee Transactions On Cybernetics. PMID 30295641 DOI: 10.1109/Tcyb.2018.2871144  0.354
2017 Liu JK, Schreyer HM, Onken A, Rozenblit F, Khani MH, Krishnamoorthy V, Panzeri S, Gollisch T. Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization. Nature Communications. 8: 149. PMID 28747662 DOI: 10.1038/S41467-017-00156-9  0.638
2017 Vance PJ, Das GP, Kerr D, Coleman SA, McGinnity TM, Gollisch T, Liu JK. Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques. Ieee Transactions On Neural Networks and Learning Systems. PMID 28422669 DOI: 10.1109/Tnnls.2017.2690139  0.688
2016 Onken A, Liu JK, Karunasekara PP, Delis I, Gollisch T, Panzeri S. Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains. Plos Computational Biology. 12: e1005189. PMID 27814363 DOI: 10.1371/Journal.Pcbi.1005189  0.687
2016 Zampini V, Liu JK, Diana MA, Maldonado PP, Brunel N, Dieudonné S. Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit. Elife. 5. PMID 27642013 DOI: 10.7554/Elife.15872  0.562
2016 Zampini V, Liu JK, Diana MA, Maldonado PP, Brunel N, Dieudonné S. Author response: Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit Elife. DOI: 10.7554/Elife.15872.016  0.526
2015 Liu JK, Gollisch T. Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina. Plos Computational Biology. 11: e1004425. PMID 26230927 DOI: 10.1371/Journal.Pcbi.1004425  0.669
2015 Liu JK, Gollisch T. Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina Plos Computational Biology. 11. DOI: 10.1371/journal.pcbi.1004425  0.642
2009 Liu JK, Buonomano DV. Embedding multiple trajectories in simulated recurrent neural networks in a self-organizing manner. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 13172-81. PMID 19846705 DOI: 10.1523/Jneurosci.2358-09.2009  0.602
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