Jigen Peng

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 87

Top Venues

CoRR

IJCNN

IEEE Trans. Neural Networks Learn. Syst.

Neural Networks

Publications

Zhiwei Xing, Jigen Peng, Xingshi He, Mengnan Tian
Semi-supervised sparse subspace clustering with manifold regularization. Appl. Intell. 54 (9-10) (2024)
Guangrong Wu, Haiyang Li, Yuchao Tang, Wenli Huang, Jigen Peng
A novel shrinkage operator for tensor completion with low-tubal-rank approximation. Digit. Signal Process. 152 (2024)
Guangrong Wu, Haiyang Li, Yi Zheng, Jigen Peng
Smooth hard shrinkage operator for tensor completion based on self-adaptive transforms. Signal Process. 221 (2024)
Hongxin Wang, Zhiyan Zhong, Fang Lei, Jigen Peng, Shigang Yue
Bio-Inspired Small Target Motion Detection With Spatio-Temporal Feedback in Natural Scenes. IEEE Trans. Image Process. 33 (2024)
Chao Yuan, Changsheng Zhou, Jigen Peng, Haiyang Li
Mixture correntropy-based robust distance metric learning for classification. Knowl. Based Syst. 295 (2024)
Ziyan Qin, Qinbing Fu, Jigen Peng
A computationally efficient and robust looming perception model based on dynamic neural field. Neural Networks 179 (2024)
Yuchao Tang, Shirong Deng, Jigen Peng, Tieyong Zeng
Proximal linearized alternating direction method of multipliers algorithm for nonconvex image restoration with impulse noise. IET Image Process. 17 (14) (2023)
Jialan Hong, Qinbing Fu, Xuelong Sun, Haiyang Li, Jigen Peng
Boosting Collision Perception Against Noisy Signals with a Probabilistic Neural Network. IJCNN (2023)
Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue
A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Xuelong Sun, Qinbing Fu, Jigen Peng, Shigang Yue
An insect-inspired model facilitating autonomous navigation by incorporating goal approaching and collision avoidance. Neural Networks 165 (2023)
Jiatao Li, Xuelong Sun, Haiyang Li, Jigen Peng, Qinbing Fu
On the Ensemble of Collision Perception Neuron Models Towards Ultra-Selectivity. IJCNN (2023)
Jiannan Zhao, Hongxin Wang, Nicola Bellotto, Cheng Hu, Jigen Peng, Shigang Yue
Enhancing LGMD's Looming Selectivity for UAV With Spatial-Temporal Distributed Presynaptic Connections. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Yusi Wang, Haiyang Li, Yi Zheng, Jigen Peng
A fractional-order visual neural network for collision sensing in noisy and dynamic scenes. Appl. Soft Comput. 148 (2023)
Qinbing Fu, Zhiqiang Li, Jigen Peng
Harmonizing motion and contrast vision for robust looming detection. Array 17 (2023)
Changsheng Zhou, Chao Yuan, Hongxin Wang, Lei Li, Stefan Oehmcke, Junmin Liu, Jigen Peng
Multi-scale pseudo labeling for unsupervised deep edge detection. Knowl. Based Syst. 280 (2023)
Meng Wen, Yongqiang Zhang, Haiyang Li, Yuchao Tang, Jigen Peng
A fast inertial primal-dual algorithm to composite optimization models with application to image restoration problems. J. Comput. Appl. Math. 425 (2023)
Yusi Wang, Haiyang Li, Yi Zheng, Jigen Peng
A directionally selective collision-sensing visual neural network based on fractional-order differential operator. Frontiers Neurorobotics 17 (2023)
Dequan Jin, Murong Yang, Ziyan Qin, Jigen Peng, Shihui Ying
A Weighting Method for Feature Dimension by Semisupervised Learning With Entropy. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Mingshuo Xu, Hongxin Wang, Hao Chen, Haiyang Li, Jigen Peng
A fractional-order visual neural model for small target motion detection. Neurocomputing 550 (2023)
Yongchao Yu, Jigen Peng
DCACO: an algorithm for designing incoherent redundant matrices. Numer. Algorithms 93 (2) (2023)
Fang Lei, Zhiping Peng, Mei Liu, Jigen Peng, Vassilis Cutsuridis, Shigang Yue
A Robust Visual System for Looming Cue Detection Against Translating Motion. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Zefang Chang, Qinbing Fu, Hao Chen, Haiyang Li, Jigen Peng
A look into feedback neural computation upon collision selectivity. Neural Networks 166 (2023)
Hongxin Wang, Jiannan Zhao, Huatian Wang, Cheng Hu, Jigen Peng, Shigang Yue
Attention and Prediction-Guided Motion Detection for Low-Contrast Small Moving Targets. IEEE Trans. Cybern. 53 (10) (2023)
Yilin Huang, Haiyang Li, Jigen Peng
A Non-Convex Compressed Sensing Model Improving the Energy Efficiency of WSNs for Abnormal Events' Monitoring. Sensors 22 (21) (2022)
Mu Hua, Qinbing Fu, Jigen Peng, Shigang Yue, Hao Luan
Shaping the Ultra-Selectivity of a Looming Detection Neural Network from Non-linear Correlation of Radial Motion. IJCNN (2022)
Hongxin Wang, Zhiyan Zhong, Fang Lei, Xiaohua Jing, Jigen Peng, Shigang Yue
Spatio-Temporal Feedback Control of Small Target Motion Detection Visual System. CoRR (2022)
Ziyan Qin, Jigen Peng, Deqaun Jin
A method for support neuron selection in NMLI. Neurocomputing 489 (2022)
Qinbing Fu, Tian Liu, Xuelong Sun, Huatian Wang, Cheng Hu, Jigen Peng, Shigang Yue
Efficient Bio-Robotic Estimation of Visual Dynamic Complexity. ICARM (2022)
Jun Ling, Hongxin Wang, Mingshuo Xu, Hao Chen, Haiyang Li, Jigen Peng
Mathematical study of neural feedback roles in small target motion detection. Frontiers Neurorobotics 16 (2022)
Zhiqiang Li, Qinbing Fu, Haiyang Li, Shigang Yue, Jigen Peng
Dynamic Signal Suppression Increases the Fidelity of Looming Perception Against Input Variability. IJCNN (2022)
Haiyang Li, Qian Zhang, Shoujin Lin, Jigen Peng
Sparse signal recovery via generalized gaussian function. J. Glob. Optim. 83 (4) (2022)
Haiyang Li, Yusi Wang, Qian Zhang, Zhiwei Xing, Shoujin Lin, Jigen Peng
Subspace Segmentation by Low Rank Representation via the Sparse-Prompting Quasi-Rank Function. IEEE Access 10 (2022)
Hao Luan, Mu Hua, Jigen Peng, Shigang Yue, Shengyong Chen, Qinbing Fu
Accelerating Motion Perception Model Mimics the Visual Neuronal Ensemble of Crab. IJCNN (2022)
Xuanli Han, Jigen Peng, Angang Cui, Fujun Zhao, Kexue Li
A General Null Space Property for Sparse Principal Component Analysis. Circuits Syst. Signal Process. 41 (8) (2022)
Zhiwei Xing, Meng Wen, Jigen Peng, Jinqian Feng
Discriminative semi-supervised non-negative matrix factorization for data clustering. Eng. Appl. Artif. Intell. 103 (2021)
Qinwei Fan, Jigen Peng, Haiyang Li, Shoujin Lin
Convergence of a Gradient-Based Learning Algorithm With Penalty for Ridge Polynomial Neural Networks. IEEE Access 9 (2021)
Qinbing Fu, Jigen Peng, Shigang Yue
Bioinspired Contrast Vision Computation for Robust Motion Estimation Against Natural Signals. IJCNN (2021)
Hongxin Wang, Jiannan Zhao, Huatian Wang, Jigen Peng, Shigang Yue
An Attention and Prediction Guided Visual System for Small Target Motion Detection in Complex Natural Environments. CoRR (2021)
Murong Yang, Jigen Peng, Ziyan Qin, Penghe Chen, Dequan Jin
Dimension reduction based on small sample entropy learning for hand-writing image. Multim. Tools Appl. 80 (11) (2021)
Qinbing Fu, Tian Liu, Xuelong Sun, Huatian Wang, Jigen Peng, Shigang Yue, Cheng Hu
Profiling Visual Dynamic Complexity Using a Bio-Robotic Approach. CoRR (2021)
Huatian Wang, Qinbing Fu, Hongxin Wang, Paul Baxter, Jigen Peng, Shigang Yue
A bioinspired angular velocity decoding neural network model for visually guided flights. Neural Networks 136 (2021)
Haiyang Li, Qian Zhang, Angang Cui, Jigen Peng
Minimization of Fraction Function Penalty in Compressed Sensing. IEEE Trans. Neural Networks Learn. Syst. 31 (5) (2020)
Haifeng Liu, Jigen Peng, Zhipeng Lin
A theoretical result of sparse signal recovery via alternating projection method. Inf. Sci. 506 (2020)
Fujun Zhao, Jigen Peng, Angang Cui
Design strategy of thresholding operator for low-rank matrix recovery problem. Signal Process. 171 (2020)
Xiaohua Jing, Jigen Peng
Simultaneous uniqueness for an inverse problem in a time-fractional diffusion equation. Appl. Math. Lett. 109 (2020)
Qinbing Fu, Huatian Wang, Jigen Peng, Shigang Yue
Improved Collision Perception Neuronal System Model With Adaptive Inhibition Mechanism and Evolutionary Learning. IEEE Access 8 (2020)
Qinbing Fu, Cheng Hu, Jigen Peng, F. Claire Rind, Shigang Yue
A Robust Collision Perception Visual Neural Network With Specific Selectivity to Darker Objects. IEEE Trans. Cybern. 50 (12) (2020)
Hongxin Wang, Jigen Peng, Shigang Yue
A Directionally Selective Small Target Motion Detecting Visual Neural Network in Cluttered Backgrounds. IEEE Trans. Cybern. 50 (4) (2020)
Cheng Hu, Caihua Xiong, Jigen Peng, Shigang Yue
Coping With Multiple Visual Motion Cues Under Extremely Constrained Computation Power of Micro Autonomous Robots. IEEE Access 8 (2020)
Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue
Does Time-Delay Feedback Matter to Small Target Motion Detection Against Complex Dynamic Environments? CoRR (2020)
Hongxin Wang, Jigen Peng, Xuqiang Zheng, Shigang Yue
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Yi Xu, Jigen Peng, Yinfeng Xu, Binhai Zhu
The discrete and mixed minimax 2-center problems. Theor. Comput. Sci. 774 (2019)
Meng Wen, Yuchao Tang, Zhiwei Xing, Jigen Peng
A Two-Step Inertial Primal-Dual Algorithm for Minimizing the Sum of Three Functions. IEEE Access 7 (2019)
Hongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue
Visual Cue Integration for Small Target Motion Detection in Natural Cluttered Backgrounds. IJCNN (2019)
Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Paul Baxter, Cheng Hu, Shigang Yue
Angular Velocity Estimation of Image Motion Mimicking the Honeybee Tunnel Centring Behaviour. IJCNN (2019)
Hongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue
Visual Cue Integration for Small Target Motion Detection in Natural Cluttered Backgrounds. CoRR (2019)
Angang Cui, Jigen Peng, Haiyang Li, Meng Wen
Sparse non-negative signal reconstruction using fraction function penalty. IET Signal Process. 13 (2) (2019)
Angang Cui, Jigen Peng, Haiyang Li, Chengyi Zhang, Youngchao Yu
Corrigendum to "Affine matrix rank minimization problem via non-convex fraction function penalty" [J. Comput. Appl. Math. 336 (2018) 353-374]. J. Comput. Appl. Math. 352 (2019)
Hongxin Wang, Jigen Peng, Xuqiang Zheng, Shigang Yue
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds. CoRR (2019)
Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Shigang Yue
Constant Angular Velocity Regulation for Visually Guided Terrain Following. AIAI (2019)
Meng Wen, Yuchao Tang, Angang Cui, Jigen Peng
Efficient primal-dual fixed point algorithms with dynamic stepsize for composite convex optimization problems. Multidimens. Syst. Signal Process. 30 (3) (2019)
Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Shigang Yue
Constant Angular Velocity Regulation for Visually Guided Terrain Following. CoRR (2019)
Yongchao Yu, Jigen Peng, Shigang Yue
A new nonconvex approach to low-rank matrix completion with application to image inpainting. Multidimens. Syst. Signal Process. 30 (1) (2019)
Angang Cui, Jigen Peng, Haiyang Li, Meng Wen, Junxiong Jia
Iterative thresholding algorithm based on non-convex method for modified lp-norm regularization minimization. J. Comput. Appl. Math. 347 (2019)
Hongxin Wang, Jigen Peng, Shigang Yue
A Directionally Selective Small Target Motion Detecting Visual Neural Network in Cluttered Backgrounds. CoRR (2018)
Hongxin Wang, Jigen Peng, Shigang Yue
A Feedback Neural Network for Small Target Motion Detection in Cluttered Backgrounds. ICANN (3) (2018)
Huatian Wang, Jigen Peng, Paul Baxter, Chun Zhang, Zhihua Wang, Shigang Yue
A Model for Detection of Angular Velocity of Image Motion Based on the Temporal Tuning of the Drosophila. ICANN (2) (2018)
Angang Cui, Jigen Peng, Haiyang Li, Chengyi Zhang, Yongchao Yu
Affine matrix rank minimization problem via non-convex fraction function penalty. J. Comput. Appl. Math. 336 (2018)
Yi Xu, Jigen Peng, Wencheng Wang, Binhai Zhu
The connected disk covering problem. J. Comb. Optim. 35 (2) (2018)
Hongxin Wang, Jigen Peng, Shigang Yue
A Feedback Neural Network for Small Target Motion Detection in Cluttered Backgrounds. CoRR (2018)
Qinbing Fu, Cheng Hu, Jigen Peng, Shigang Yue
Shaping the collision selectivity in a looming sensitive neuron model with parallel ON and OFF pathways and spike frequency adaptation. Neural Networks 106 (2018)
Yi Xu, Jigen Peng, Yinfeng Xu
The mixed center location problem. J. Comb. Optim. 36 (4) (2018)
Shihui Ying, Zhijie Wen, Jun Shi, Yaxin Peng, Jigen Peng, Hong Qiao
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Haifeng Liu, Jigen Peng
Sparse signal recovery via alternating projection method. Signal Process. 143 (2018)
Yongchao Yu, Jigen Peng
A modified primal-dual method with applications to some sparse recovery problems. Appl. Math. Comput. 333 (2018)
Angang Cui, Jigen Peng, Haiyang Li, Changlong Wang
A nonconvex approach to low-rank and sparse matrix decomposition with application to video surveillance. CoRR (2018)
Yijie Zhang, Jinghuai Gao, Jigen Peng
Variable-Order Finite Difference Scheme for Numerical Simulation in 3-D Poroelastic Media. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Angang Cui, Jigen Peng, Haiyang Li
Exact recovery low-rank matrix via transformed affine matrix rank minimization. Neurocomputing 319 (2018)
Yingtong Chen, Jigen Peng, Shigang Yue
Preconditioning for Orthogonal Matching Pursuit with Noisy and Random Measurements: The Gaussian Case. Circuits Syst. Signal Process. 37 (9) (2018)
Hongxin Wang, Jigen Peng, Shigang Yue
An Improved LPTC Neural Model for Background Motion Direction Estimation. CoRR (2018)
Yi Gao, Jigen Peng, Shigang Yue
-minimization for block sparse recovery. Signal Process. 137 (2017)
Changlong Wang, Jigen Peng
Analysis of equivalence relation in joint sparse recovery. CoRR (2017)
Yongchao Yu, Jigen Peng, Xuanli Han, Angang Cui
A Primal Douglas-Rachford Splitting Method for the Constrained Minimization Problem in Compressive Sensing. Circuits Syst. Signal Process. 36 (10) (2017)
Hongxin Wang, Jigen Peng, Shigang Yue
An improved LPTC neural model for background motion direction estimation. ICDL-EPIROB (2017)
Yongchao Yu, Jigen Peng
The Moreau envelope based efficient first-order methods for sparse recovery. J. Comput. Appl. Math. 322 (2017)
Hongxin Wang, Jigen Peng, Shigang Yue
Bio-inspired small target motion detector with a new lateral inhibition mechanism. IJCNN (2016)
Yi Xu, Jigen Peng, Yinfeng Xu
The Mixed Center Location Problem. COCOA (2016)
Yi Xu, Jigen Peng, Yinfeng Xu, Binhai Zhu
The Discrete and Mixed Minimax 2-Center Problem. COCOA (2015)
Dequan Jin, Jigen Peng
Investigation on Amari's dynamical neural field with global constant inhibition. Neural Networks 71 (2015)
Jigen Peng, Shigang Yue, Haiyang Li
$NP/CLP$ Equivalence: A Phenomenon Hidden Among Sparsity Models for Information Processing. CoRR (2015)
Meng Wen, Jigen Peng, Yuchao Tang
A Cyclic and Simultaneous Iterative Method for Solving the Multiple-Sets Split Feasibility Problem. J. Optim. Theory Appl. 166 (3) (2015)
Changlong Wang, Shigang Yue, Jigen Peng
When is P such that l_0-minimization Equals to l_p-minimization. CoRR (2015)
Jigen Peng, Shigang Yue, Haiyang Li
Minimization for Information Processing. IEEE Trans. Inf. Theory 61 (7) (2015)
Yuchao Tang, Jigen Peng, Shigang Yue
. Numer. Algorithms 66 (2) (2014)
Bo Huang, Huihui Song, Hengbin Cui, Jigen Peng, Zongben Xu
Spatial and Spectral Image Fusion Using Sparse Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 52 (3) (2014)
Jiabing Ji, Jigen Peng
Analytical properties of bivariate fractal interpolation functions with vertical scaling factor functions. Int. J. Comput. Math. 90 (3) (2013)
Kexue Li, Jigen Peng, Jinghuai Gao
A comment on "α-stability and α-synchronization for fractional-order neural networks". Neural Networks 48 (2013)
Yaxin Peng, Wei Lin, Shihui Ying, Jigen Peng
Soft shape registration under Lie group frame. IET Comput. Vis. 7 (6) (2013)
Yuchao Tang, Jigen Peng, Shigang Yue, Jiawei Xu
A primal dual proximal point method of Chambolle-Pock algorithms for ℓ1-TV minimization problems in image reconstruction. BMEI (2012)
Tao He, Jigen Peng, Jikai Lei
Pinning a stochastic neural network to the synchronous state. Neural Comput. Appl. 21 (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jigen Peng