Si Wu

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 41

Top Topics

Temporal Information

Information Processing

Causal Inference

Top Venues

Frontiers Comput. Neurosci.

Neural Networks

Publications

Chaoming Wang, Muyang Lyu, Tianqiu Zhang, Sichao He, Si Wu
A Differentiable Approach to Multi-scale Brain Modeling. CoRR (2024)
Yao Lu, Si Wu
Learning sequence attractors in recurrent networks with hidden neurons. Neural Networks 178 (2024)
Chaoming Wang, Tianqiu Zhang, Sichao He, Hongyaoxing Gu, Shangyang Li, Si Wu
A differentiable brain simulator bridging brain simulation and brain-inspired computing. ICLR (2024)
Junfeng Zuo, Xiao Liu, Ying Nian Wu, Si Wu, Wenhao Zhang
A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation. NeurIPS (2023)
Xiaohan Lin, Liyuan Li, Boxin Shi, Tiejun Huang, Yuanyuan Mi, Si Wu
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics. NeurIPS (2023)
Chaoming Wang, Tianqiu Zhang, Sichao He, Yifeng Gong, Hongyaoxing Gu, Shangyang Li, Si Wu
A differentiable brain simulator bridging brain simulation and brain-inspired computing. CoRR (2023)
Xiaolong Zou, Zilong Ji, Tianqiu Zhang, Tiejun Huang, Si Wu
Visual information processing through the interplay between fine and coarse signal pathways. Neural Networks 166 (2023)
Xingsi Dong, Si Wu
Neural Sampling in Hierarchical Exponential-family Energy-based Models. NeurIPS (2023)
Xingsi Dong, Si Wu
Neural Sampling in Hierarchical Exponential-family Energy-based Models. CoRR (2023)
Xiaolong Zou, Zhikun Chu, Qinghai Guo, Jie Cheng, Bo Ho, Si Wu, Yuanyuan Mi
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits. NeurIPS (2023)
Tianhao Chu, Zilong Ji, Junfeng Zuo, Wenhao Zhang, Tiejun Huang, Yuanyuan Mi, Si Wu
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells. NeurIPS (2022)
Xingsi Dong, Zilong Ji, Tianhao Chu, Tiejun Huang, Wenhao Zhang, Si Wu
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks. NeurIPS (2022)
Xiao Liu, Xiaolong Zou, Zilong Ji, Gengshuo Tian, Yuanyuan Mi, Tiejun Huang, K. Y. Michael Wong, Si Wu
Neural feedback facilitates rough-to-fine information retrieval. Neural Networks 151 (2022)
Xiaolong Zou, Tie-Jun Huang, Si Wu
Towards a New Paradigm for Brain-inspired Computer Vision. Int. J. Autom. Comput. 19 (5) (2022)
Xingsi Dong, Tianhao Chu, Tiejun Huang, Zilong Ji, Si Wu
Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks. NeurIPS (2021)
Xiaohan Lin, Xiaolong Zou, Zilong Ji, Tiejun Huang, Si Wu, Yuanyuan Mi
A brain-inspired computational model for spatio-temporal information processing. Neural Networks 143 (2021)
Yunpeng Guo, Xiaolong Zou, Yifan Hu, Yifei Yang, Xinxin Wang, Yuhan He, Ruikai Kong, Yuzheng Guo, Guoqi Li, Wei Zhang, Si Wu, Huanglong Li
A Marr's Three-Level Analytical Framework for Neuromorphic Electronic Systems. Adv. Intell. Syst. 3 (11) (2021)
Chaoming Wang, Yingqian Jiang, Xinyu Liu, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Si Wu
A Just-In-Time Compilation Approach for Neural Dynamics Simulation. ICONIP (3) (2021)
Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
Unsupervised Few-Shot Feature Learning via Self-Supervised Training. Frontiers Comput. Neurosci. 14 (2020)
Chaoming Wang, Risheng Lian, Xingsi Dong, Yuanyuan Mi, Si Wu
A Neural Network Model With Gap Junction for Topological Detection. Frontiers Comput. Neurosci. 14 (2020)
Gengshuo Tian, Shangyang Li, Tiejun Huang, Si Wu
Excitation-Inhibition Balanced Neural Networks for Fast Signal Detection. Frontiers Comput. Neurosci. 14 (2020)
Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
Vision at A Glance: Interplay between Fine and Coarse Information Processing Pathways. CoRR (2020)
Zilong Ji, Xiaolong Zou, Xiaohan Lin, Xiao Liu, Tiejun Huang, Si Wu
An Attention-Driven Two-Stage Clustering Method for Unsupervised Person Re-identification. ECCV (28) (2020)
Gengshuo Tian, Tiejun Huang, Si Wu
Excitation-Inhibition Balanced Spiking Neural Networks for Fast Information Processing. SMC (2019)
Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
Unsupervised Few-shot Learning via Self-supervised Training. CoRR (2019)
Wenhao Zhang, Si Wu, Brent Doiron, Tai Sing Lee
A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits. NeurIPS (2019)
Yuanyuan Mi, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Tiejun Huang, Si Wu
Spatiotemporal Information Processing with a Reservoir Decision-making Network. CoRR (2019)
Xiao Liu, Xiaolong Zou, Zilong Ji, Gengshuo Tian, Yuanyuan Mi, Tiejun Huang, K. Y. Michael Wong, Si Wu
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently. NeurIPS (2019)
Luozheng Li, Yuanyuan Mi, Wenhao Zhang, Dahui Wang, Si Wu
Dynamic Information Encoding With Dynamic Synapses in Neural Adaptation. Frontiers Comput. Neurosci. 12 (2018)
Xiaolong Zou, Zilong Ji, Xiao Liu, Tiejun Huang, Yuanyuan Mi, Dahui Wang, Si Wu
Learning, Storing, and Disentangling Correlated Patterns in Neural Networks. ICONIP (3) (2018)
Zilong Ji, Xiaolong Zou, Xiao Liu, Tiejun Huang, Yuanyuan Mi, Si Wu
Neural Information Processing in Hierarchical Prototypical Networks. ICONIP (3) (2018)
Xiao Wang, Mingsha Zhang, Si Wu
Peri-Saccadic Remapping Accounts for Visual Stability. ICCI*CC (2018)
He Wang, Wenhao Zhang, K. Y. Michael Wong, Si Wu
How the Prior Information Shapes Neural Networks for Optimal Multisensory Integration. ISNN (2) (2017)
Xiaolong Zou, Zilong Ji, Xiao Liu, Yuanyuan Mi, K. Y. Michael Wong, Si Wu
Learning a Continuous Attractor Neural Network from Real Images. ICONIP (4) (2017)
He Wang, Wenhao Zhang, K. Y. Michael Wong, Si Wu
Encoding Multisensory Information in Modular Neural Networks. ICONIP (4) (2017)
Xiao Wang, Yan Wu, Mingsha Zhang, Si Wu
Learning Peri-saccadic Remapping of Receptive Field from Experience in Lateral Intraparietal Area. Frontiers Comput. Neurosci. 11 (2017)
Yuanyuan Mi, Xiaohan Lin, Si Wu
Neural Computations in a Dynamical System with Multiple Time Scales. Frontiers Comput. Neurosci. 10 (2016)
Luozheng Li, Wenhao Zhang, Yuanyuan Mi, Dahui Wang, Xiaohan Lin, Si Wu
Dynamical information encoding in neural adaptation. EMBC (2016)
L. T. Yu, Si Wu, D. H. Wang
Neural implementation of categorization in a motion discrimination task. Neurocomputing 216 (2016)
Wenhao Zhang, He Wang, K. Y. Michael Wong, Si Wu
"Congruent" and "Opposite" Neurons: Sisters for Multisensory Integration and Segregation. NIPS (2016)
Tao Wang, Luping Yin, Xiaolong Zou, Yousheng Shu, Malte J. Rasch, Si Wu
A Phenomenological Synapse Model for Asynchronous Neurotransmitter Release. Frontiers Comput. Neurosci. 9 (2015)
Yuanyuan Mi, Luozheng Li, Dahui Wang, Si Wu
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System. NIPS (2014)
Lei Xiao, Pu-Ming Zhang, Si Wu, Pei-Ji Liang
Response dynamics of bullfrog ON-OFF RGCs to different stimulus durations. J. Comput. Neurosci. 37 (1) (2014)
Yuanyuan Mi, C. C. Alan Fung, K. Y. Michael Wong, Si Wu
Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks. NIPS (2014)
Si Wu, K. Y. Michael Wong, Misha Tsodyks
Neural information processing with dynamical synapses. Frontiers Comput. Neurosci. 7 (2013)
Danke Zhang, Yuanqing Li, Si Wu, Malte J. Rasch
Design principles of the sparse coding network and the role of "sister cells" in the olfactory system of Drosophila. Frontiers Comput. Neurosci. 7 (2013)
Misha Tsodyks, Si Wu
Short-term synaptic plasticity. Scholarpedia 8 (10) (2013)
C. C. Alan Fung, He Wang, Kin Lam, K. Y. Michael Wong, Si Wu
Resolution enhancement in neural networks with dynamical synapses. Frontiers Comput. Neurosci. 7 (2013)
Wenhao Zhang, Si Wu
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively. NIPS (2013)
Danke Zhang, Yuanqing Li, Malte J. Rasch, Si Wu
Nonlinear multiplicative dendritic integration in neuron and network models. Frontiers Comput. Neurosci. 7 (2013)
Lei Xiao, Danke Zhang, Yuanqing Li, Pei-Ji Liang, Si Wu
Adaptive neural information processing with dynamical electrical synapses. Frontiers Comput. Neurosci. 7 (2013)
Danke Zhang, Yuanqing Li, Si Wu
Concentration-Invariant Odor Representation in the Olfactory System by Presynaptic Inhibition. Comput. Math. Methods Medicine 2013 (2013)
Wenhao Zhang, Si Wu
Neural Information Processing with Feedback Modulations. Neural Comput. 24 (7) (2012)
Wenwu He, Si Wu
A kernel-based Perceptron with dynamic memory. Neural Networks 25 (2012)
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
Delay Compensation with Dynamical Synapses. NIPS (2012)
Wenhao Zhang, Si Wu
Neural Population Decoding in Short-Time Windows. IScIDE (2012)
C. C. Alan Fung, K. Y. Michael Wong, He Wang, Si Wu
Dynamical Synapses Enhance Neural Information Processing: Gracefulness, Accuracy, and Mobility. Neural Comput. 24 (5) (2012)
Libo Ma, Malte J. Rasch, Si Wu
Learning Variance Statistics of Natural Images. ISNN (2) (2011)
Kuijie Cai, Jihong Shen, Si Wu
Decision-Making in Drosophila with Two Conflicting Cues. ISNN (1) (2011)
Danke Zhang, Yuwei Cui, Yuanqing Li, Si Wu
Simple Models for Synaptic Information Integration. ICONIP (3) (2011)
Kuijie Cai, Jihong Shen, Si Wu
Erratum: Decision-Making in Drosophila with Two Conflicting Cues. ISNN (1) (2011)
Longwen Huang, Yuwei Cui, Danke Zhang, Si Wu
Impact of noise structure and network topology on tracking speed of neural networks. Neural Networks 24 (10) (2011)
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
A Moving Bump in a Continuous Manifold: A Comprehensive Study of the Tracking Dynamics of Continuous Attractor Neural Networks. Neural Comput. 22 (3) (2010)
C. C. Alan Fung, K. Y. Michael Wong, He Wang, Si Wu
Attractor Dynamics with Synaptic Depression. NIPS (2010)
Longwen Huang, Si Wu
Stimulus-Dependent Noise Facilitates Tracking Performances of Neuronal Networks. ISNN (1) (2010)
Danmei Chen, Sheng Li, Zoe Kourtzi, Si Wu
Behavior-constrained support vector machines for fMRI data analysis. IEEE Trans. Neural Networks 21 (10) (2010)
Si Wu, Shun-ichi Amari
On the condition for fast neural computation. CDC (2009)
Si Wu, Kosuke Hamaguchi, Shun-ichi Amari
Dynamics and Computation of Continuous Attractors. Neural Comput. 20 (4) (2008)
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
Tracking Changing Stimuli in Continuous Attractor Neural Networks. NIPS (2008)
Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
A Geometrical Method to Improve Performance of the Support Vector Machine. IEEE Trans. Neural Networks 18 (3) (2007)
Si Wu, Kosuke Hamaguchi, Shun-ichi Amari
The Tracking Speed of Continuous Attractors. ISNN (1) (2007)
Si Wu, Jianfeng Feng, Shun-ichi Amari
The Ideal Noisy Environment for Fast Neural Computation. ISNN (1) (2006)
Sheng Li, Si Wu
On the variability of cortical neural responses: a statistical interpretation. Neurocomputing (2005)
Si Wu, Shun-ichi Amari
Computing with Continuous Attractors: Stability and Online Aspects. Neural Comput. 17 (10) (2005)
Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
Scaling the Kernel Function to Improve Performance of the Support Vector Machine. ISNN (1) (2005)
Si Wu, Shun-ichi Amari, Hiroyuki Nakahara
Information processing in a neuron ensemble with the multiplicative correlation structure. Neural Networks 17 (2) (2004)
Si Wu, Danmei Chen, Mahesan Niranjan, Shun-ichi Amari
Sequential Bayesian Decoding with a Population of Neurons. Neural Comput. 15 (5) (2003)
Shun-ichi Amari, Hiroyuki Nakahara, Si Wu, Yutaka Sakai
Synchronous Firing and Higher-Order Interactions in Neuron Pool. Neural Comput. 15 (1) (2003)
Si Wu, Shun-ichi Amari, Hiroyuki Nakahara
Population Coding and Decoding in a Neural Field: A Computational Study. Neural Comput. 14 (5) (2002)
Si Wu, Shun-ichi Amari, Hiroyuki Nakahara
Asymptotic behaviors of population codes. Neurocomputing (2002)
Si Wu, Shun-ichi Amari
Conformal Transformation of Kernel Functions A Data Dependent Way to Improve Support Vector Machine Classifiers. Neural Process. Lett. 15 (1) (2002)
Si Wu, K. Y. Michael Wong, Bo Li
A dynamic call admission policy with precision QoS guarantee using stochastic control for mobile wireless networks. IEEE/ACM Trans. Netw. 10 (2) (2002)
Si Wu, Shun-ichi Amari
Neural Implementation of Bayesian Inference in Population Codes. NIPS (2001)
Bo Li, Li Yin, K. Y. Michael Wong, Si Wu
An Efficient and Adaptive Bandwidth Allocation Scheme for Mobile Wireless Networks Using an On-Line Local Estimation Technique. Wirel. Networks 7 (2) (2001)
Hiroyuki Nakahara, Si Wu, Shun-ichi Amari
Attention Modulation of Neural Tuning Through Peak and Base Rate. Neural Comput. 13 (9) (2001)
Si Wu, Hiroyuki Nakahara, Shun-ichi Amari
Population Coding with Correlation and an Unfaithful Model. Neural Comput. 13 (4) (2001)
Si Wu, Danmei Chen, Shun-ichi Amari
Unfaithful Population Decoding. IJCNN (2) (2000)
Shun-ichi Amari, Si Wu
Improving support vector machine classifiers by modifying kernel functions. Neural Networks 12 (6) (1999)
Si Wu, Hiroyuki Nakahara, Noboru Murata, Shun-ichi Amari
Population Decoding Based on an Unfaithful Model. NIPS (1999)
Si Wu, K. Y. Michael Wong, Bo Li
A new distributed and dynamic call admission policy for mobile wireless networks with QOS guarantee. PIMRC (1998)
Si Wu, K. Y. Michael Wong
Dynamic overload control for distributed call processors using the neural network method. IEEE Trans. Neural Networks 9 (6) (1998)