Items where authors include "Liu, JK"

Article

Tang, Y, Zhang, X, An, L et al. (2 more authors) (2023) Diverse role of NMDA receptors for dendritic integration of neural dynamics. PLoS Computational Biology, 19 (4). e1011019. ISSN 1553-734X

Xu, Q, Li, Y, Shen, J et al. (4 more authors) (2022) Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding. IEEE Transactions on Neural Networks and Learning Systems. pp. 1-9. ISSN 2162-237X

Zhang, Y-J, Yu, Z-F, Liu, JK orcid.org/0000-0002-5391-7213 et al. (1 more author) (2022) Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches. Machine Intelligence Research, 19 (5). pp. 350-365. ISSN 2731-538X

Han, C, Wang, T, Wu, Y et al. (10 more authors) (2022) Compensatory mechanism of attention-deficit/hyperactivity disorder recovery in resting state alpha rhythms. Frontiers in Computational Neuroscience, 16. 883065. ISSN 1662-5188

An, L, Yan, Z, Wang, W et al. (2 more authors) (2022) Enhancing Visual Coding Through Collaborative Perception. IEEE Transactions on Cognitive and Developmental Systems. p. 1. ISSN 2379-8920

An, L, Yuan, Y, Liu, Y et al. (3 more authors) (2022) Flexible Learning Models Utilizing Different Neural Plasticities. IEEE Transactions on Cognitive and Developmental Systems. p. 1. ISSN 2379-8920

Jia, S, Yu, Z, Onken, A et al. (3 more authors) (2022) Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. IEEE Transactions on Cybernetics, 52 (6). pp. 4772-4783. ISSN 2168-2267

Zhang, Y, Bu, T, Zhang, J et al. (4 more authors) (2022) Decoding Pixel-Level Image Features from Two-Photon Calcium Signals of Macaque Visual Cortex. Neural Computation, 34 (6). pp. 1369-1397. ISSN 0899-7667

Zhou, Q, Du, C, Li, D et al. (3 more authors) (2022) Neural Encoding and Decoding with a Flow-based Invertible Generative Model. IEEE Transactions on Cognitive and Developmental Systems. ISSN 2379-8920

Xu, Q, Shen, J, Ran, X et al. (3 more authors) (2022) Robust Transcoding Sensory Information With Neural Spikes. IEEE Transactions on Neural Networks and Learning Systems, 33 (5). pp. 1935-1946. ISSN 2162-237X

Liu, JK orcid.org/0000-0002-5391-7213, Karamanlis, D and Gollisch, T (2022) Simple model for encoding natural images by retinal ganglion cells with nonlinear spatial integration. PLoS Computational Biology, 18 (3). e1009925. ISSN 1553-734X

Jia, S, Li, X, Huang, T et al. (2 more authors) (2022) Representing the dynamics of high-dimensional data with non-redundant wavelets. Patterns. 100424. ISSN 2666-3899

Yan, Q, Zheng, Y, Jia, S et al. (6 more authors) (2022) Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. IEEE Transactions on Cybernetics, 52 (1). pp. 39-50. ISSN 2168-2267

Shen, J, Zhao, Y, Liu, JK orcid.org/0000-0002-5391-7213 et al. (1 more author) (2021) HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X

Jia, S, Xing, D, Yu, Z et al. (1 more author) (2021) Dissecting cascade computational components in spiking neural networks. PLoS Computational Biology, 17 (11). e1009640. ISSN 1553-734X

Zheng, Y, Jia, S, Yu, Z et al. (2 more authors) (2021) Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. Patterns, 2 (10). 100350. p. 100350. ISSN 2666-3899

Zhou, H, Li, L, Shan, S et al. (2 more authors) (2021) Editorial: Discrimination of Genuine and Posed Facial Expressions of Emotion. Frontiers in Neuroscience, 15. 771529. p. 771529. ISSN 1662-4548

Tang, Y, An, L, Wang, Q et al. (1 more author) (2021) Regulating synchronous oscillations of cerebellar granule cells by different types of inhibition. PLOS Computational Biology, 17 (6). e1009163. ISSN 1553-734X

Tang, Y, An, L, Yuan, Y et al. (3 more authors) (2021) Modulation of the dynamics of cerebellar Purkinje cells through the interaction of excitatory and inhibitory feedforward pathways. PLOS Computational Biology, 17 (2). e1008670. ISSN 1553-734X

Yu, Z, Chen, F and Liu, JK orcid.org/0000-0002-5391-7213 (2020) Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks. IEEE Transactions on Cognitive and Developmental Systems, 12 (3). pp. 497-510. ISSN 2379-8920

Wang, M, Liao, X, Li, R et al. (23 more authors) (2020) Single-neuron representation of learned complex sounds in the auditory cortex. Nature Communications, 11. 4361. ISSN 2041-1723

Zheng, Y, Jia, S, Yu, Z et al. (3 more authors) (2020) Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. Neural Networks, 126. pp. 42-51. ISSN 0893-6080

Zhang, Y, Jia, S, Zheng, Y et al. (5 more authors) (2020) Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Networks, 125. pp. 19-30. ISSN 0893-6080

An, L, Tang, Y, Wang, D et al. (5 more authors) (2020) Intrinsic and Synaptic Properties Shaping Diverse Behaviors of Neural Dynamics. Frontiers in Computational Neuroscience, 14. 26. ISSN 1662-5188

Yu, Z, Liu, JK orcid.org/0000-0002-5391-7213, Jia, S et al. (4 more authors) (2020) Toward the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes. Engineering, 6 (4). pp. 449-461. ISSN 2095-8099

Yu, Z, Guo, S, Deng, F et al. (4 more authors) (2020) Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All. IEEE Transactions on Cybernetics, 50 (3). pp. 1347-1354. ISSN 2168-2267

Yang, M, Zhou, Z, Zhang, J et al. (19 more authors) (2019) MATRIEX imaging: multiarea two-photon real-time in vivo explorer. Light: Science & Applications, 8. 109. ISSN 2047-7538

Zhao, X, Shi, X, Yang, B et al. (5 more authors) (2019) Skeleton-Based 3D Object Retrieval Using Retina-Like Feature Descriptor. IEEE Access, 7. pp. 157341-157352. ISSN 2169-3536

Fang, Y, Yu, Z, Liu, JK orcid.org/0000-0002-5391-7213 et al. (1 more author) (2019) A unified neural circuit of causal inference and multisensory integration. Neurocomputing, 358. pp. 355-368. ISSN 0925-2312

An, L, Tang, Y, Wang, Q et al. (4 more authors) (2019) Coding Capacity of Purkinje Cells With Different Schemes of Morphological Reduction. Frontiers in Computational Neuroscience, 13. 29. ISSN 1662-5188

Das, GP, Vance, PJ, Kerr, D et al. (3 more authors) (2019) Computational modelling of salamander retinal ganglion cells using machine learning approaches. Neurocomputing, 325. pp. 101-112. ISSN 0925-2312

Liu, JK orcid.org/0000-0002-5391-7213, Schreyer, HM, Onken, A et al. (5 more authors) (2017) Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization. Nature Communications, 8. 149. ISSN 2041-1723

Onken, A, Liu, JK, Karunasekara, PPCR et al. (3 more authors) (2016) Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains. PLOS Computational Biology, 12 (11). e1005189-e1005189. ISSN 1553-734X

Zampini, V, Liu, JK orcid.org/0000-0002-5391-7213, Diana, MA et al. (3 more authors) (2016) Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit. eLife, 5. e15872. ISSN 2050-084X

Liu, JK orcid.org/0000-0002-5391-7213 and Gollisch, T (2015) Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina. PLOS Computational Biology, 11 (7). e1004425. ISSN 1553-734X

Liu, JK orcid.org/0000-0002-5391-7213 and She, Z-S (2009) A Spike-Timing Pattern Based Neural Network Model for the Study of Memory Dynamics. PLoS ONE, 4 (7). e6247. ISSN 1932-6203

Proceedings Paper

Yang, Z, Guo, S, Fang, Y et al. (1 more author) (2022) Biologically Plausible Variational Policy Gradient with Spiking Recurrent Winner-Take-All Networks. In: 33rd British Machine Vision Conference 2022. British Machine Vision Conference, 21-24 Nov 2022, London, UK. BMVA Press .

Shen, J, Zhao, Y, Liu, JK orcid.org/0000-0002-5391-7213 et al. (1 more author) (2020) Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural Networks. In: 2020 International Joint Conference on Neural Networks (IJCNN). 2020 International Joint Conference on Neural Networks (IJCNN), 19-24 Jul 2020. IEEE , pp. 1-8. ISBN 978-1-7281-6927-9

Zhou, Q, Du, C, Li, D et al. (3 more authors) (2020) Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. In: 2020 International Joint Conference on Neural Networks (IJCNN). 2020 International Joint Conference on Neural Networks (IJCNN), 19-24 Jul 2020, Glasgow, UK. IEEE , pp. 1-8. ISBN 978-1-7281-6927-9

Yu, Z, Huang, T and Liu, JK orcid.org/0000-0002-5391-7213 (2018) Implementation of Bayesian Inference In Distributed Neural Networks. In: 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP). 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), 21-23 Mar 2018, Cambridge, UK. IEEE , pp. 666-673. ISBN 978-1-5386-4976-3