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ORCIDJuyang Weng
John (Juyang) Weng
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- affiliation: Michigan State University, East Lansing, USA
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2020 – today
- 2024
[j68]Asim Roy, Ali A. Minai, Jean-Philippe Thivierge, Tsvi Achler, Juyang Weng:
Editorial: What AI and Neuroscience Can Learn from Each Other - Open Problems in Models and Theories. Cogn. Comput. 16(5): 2331-2333 (2024)- [j67]Juyang Weng
:
Conscious Learning without Post-Selection Misconduct. Int. J. Humanoid Robotics 21(1) (2024) - [j66]Xiang Wu, Zejia Zheng, Juyang Weng:
On Skull-Closed Machine Thinking Based on Emergent Turing Machines. IEEE Trans. Artif. Intell. 5(6): 3057-3071 (2024) - [c117]Juyang Weng:
Is "Deep Learning" Fraudulent in Statistics? AIEE 2024: 1-8 - [c116]Xiang Wu, Juyang Weng:
The Luckiest Network Gives the Average Error on Disjoint Tests: Experiments. AIEE 2024: 20-26 - [i7]Juyang Weng:
Misconduct in Post-Selections and Deep Learning. CoRR abs/2403.00773 (2024) - 2023
- [c115]Juyang Weng:
How Conscious Learning Unifies Mechanisms. AIEE 2023: 92-101 - [c114]Juyang Weng:
Why Deep Learning's Performance Data Are Misleading. AIEE 2023: 117-124 - [c113]Juyang Weng:
Misconduct in Post-Selections and Deep Learning. CRC 2023: 235-243 - [c112]Juyang Weng:
A Protocol for Testing Conscious Learning Robots. IJCNN 2023: 1-9 - 2022
- [j65]Xiang Wu, Zejia Zheng, Juyang Weng:
Developmental Network-2: The Autonomous Generation of Optimal Internal-Representation Hierarchy. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6867-6880 (2022) - [c111]Juyang Weng:
An Algorithmic Theory for Conscious Learning. AIEE 2022: 1-8 - [c110]Juyang Weng:
3D-to-2D-to-3D Conscious Learning. ICCE 2022: 1-6 - [c109]Juyang Weng:
20 Million-Dollar Problems for Any Brain Models and a Holistic Solution: Conscious Learning. IJCNN 2022: 1-9 - [i6]Juyang Weng, Zejia Zheng, Xiang Wu:
Developmental Network Two, Its Optimality, and Emergent Turing Machines. CoRR abs/2208.06279 (2022) - [i5]Juyang Weng:
Why Deep Learning's Performance Data Are Misleading. CoRR abs/2208.11228 (2022) - [i4]Juyang Weng:
On "Deep Learning" Misconduct. CoRR abs/2211.16350 (2022) - 2021
- [j64]Xiang Wu, Juyang Weng:
Learning to recognize while learning to speak: Self-supervision and developing a speaking motor. Neural Networks 143: 28-41 (2021) - [c108]J. Arden Knoll, Jacob Honer, Samuel Church, Juyang Weng:
Optimal Developmental Learning for Multisensory and Multi-Teaching Modalities. ICDL 2021: 1-6 - [c107]Juyang Weng:
A Developmental Method that Computes Optimal Networks without Post-Selections. ICDL 2021: 1-6 - [c106]Juyang Weng:
On Post Selection Using Test Sets (PSUTS) in AI. IJCNN 2021: 1-8 - [c105]Xiang Wu, Zejia Zheng, Juyang Weng:
On Machine Thinking. IJCNN 2021: 1-8 - [i3]Juyang Weng:
Post Selections Using Test Sets (PSUTS) and How Developmental Networks Avoid Them. CoRR abs/2106.13233 (2021) - 2020
- [j63]Juyang Weng:
Autonomous Programming for General Purposes: Theory. Int. J. Humanoid Robotics 17(4): 2050016:1-2050016:36 (2020) - [c104]J. Arden Knoll, Van-Nam Hoang, Jacob Honer, Samuel Church, Thanh-Hai Tran, Juyang Weng:
Fast Developmental Stereo-Disparity Detectors. ICDL-EPIROB 2020: 1-6 - [c103]Juyang Weng:
Conscious Intelligence Requires Developmental Autonomous Programming For General Purposes. ICDL-EPIROB 2020: 1-7 - [c102]Juyang Weng:
Machines Develop Consciousness Through Autonomous Programming for General Purposes (APFGP). HBAI@IJCAI 2020: 34-55 - [c101]Juyang Weng, Zejia Zheng, Xiang Wu, Juan L. Castro-Garcia:
Autonomous Programming for General Purposes: Theory and Experiments. IJCNN 2020: 1-8 - [c100]Xiang Wu, Juyang Weng:
Muscle Vectors as Temporally Dense "Labels". IJCNN 2020: 1-8 - [c99]Jacob Honer, Aiden Fadool, Juyang Weng:
User Flagging for Posts at 3DTube.org: the First Social Platform for 3D-Exclusive Contents. SNAMS 2020: 1-6 - [i2]Juyang Weng:
Conscious Intelligence Requires Lifelong Autonomous Programming For General Purposes. CoRR abs/2007.00001 (2020)
2010 – 2019
- 2019
- [j62]Zejia Zheng, Xiang Wu, Juyang Weng:
Emergent neural turing machine and its visual navigation. Neural Networks 110: 116-130 (2019) - [j61]Xiang Wu, Juyang Weng:
Neuron-Wise Inhibition Zones and Auditory Experiments. IEEE Trans. Ind. Electron. 66(12): 9581-9590 (2019) - [c98]Juyang Weng, Juan L. Castro-Garcia, Zejia Zheng, Xiang Wu:
Task-Nonspecific and Modality-Nonspecific AI. HBAI@IJCAI 2019: 133-150 - [c97]Juan L. Castro-Garcia, Juyang Weng:
Emergent Multilingual Language Acquisition Using Developmental Networks. IJCNN 2019: 1-8 - [c96]Xiang Wu, Juyang Weng:
The Emergent-Context Emergent-Input Framework for Temporal Processing. IJCNN 2019: 1-8 - 2018
- [j60]Xiang Wu, Yuming Bo, Juyang Weng:
Information-dense actions as contexts. Neurocomputing 311: 164-175 (2018) - [j59]Dongshu Wang, Yihai Duan, Juyang Weng:
Motivated Optimal Developmental Learning for Sequential Tasks Without Using Rigid Time-Discounts. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4917-4931 (2018) - [c95]Xiang Wu, Zejia Zheng, Juyang Weng:
Entropy as Temporal Information Density. FUZZ-IEEE 2018: 1-8 - [c94]Xiang Wu, Zejia Zheng, Juyang Weng:
Sensorimotor in Space and Time: Audition. IJCNN 2018: 1-8 - [c93]Zejia Zheng, Xiang Wu, Juyang Weng:
Emergent Turing Machine as a General Purpose Approximator. IJCNN 2018: 1-8 - [i1]Juyang Weng:
A Model for Auto-Programming for General Purposes. CoRR abs/1810.05764 (2018) - 2017
- [c92]Xiang Wu, Juyang Weng:
Actions as contexts. IJCNN 2017: 214-221 - 2016
- [c91]Zejia Zheng, Juyang Weng:
Mobile Device Based Outdoor Navigation with On-Line Learning Neural Network: A Comparison with Convolutional Neural Network. CVPR Workshops 2016: 11-18 - [c90]Juyang Weng:
Brains as optimal emergent Turing Machines. IJCNN 2016: 1817-1824 - [c89]Zejia Zheng, Juyang Weng:
Challenges in visual parking and how a developmental network approaches the problem. IJCNN 2016: 4593-4600 - 2015
- [j58]Zhengping Ji, Juyang Weng:
A developmental where-what network for concurrent and interactive visual attention and recognition. Robotics Auton. Syst. 71: 35-48 (2015) - [j57]Junwei Han, Tianming Liu, Christine Cong Guo, Deniz Erdogmus, John (Juyang) Weng:
Guest Editorial Multimodal Modeling and Analysis Informed by Brain Imaging - Part 1. IEEE Trans. Auton. Ment. Dev. 7(3): 158-161 (2015) - [j56]Xiaoying Song, Wenqiang Zhang, Juyang Weng:
Types, Locations, and Scales from Cluttered Natural Video and Actions. IEEE Trans. Auton. Ment. Dev. 7(4): 273-286 (2015) - [c88]Qian Guo, Xiaofeng Wu, Juyang Weng:
Cross-domain and within-domain synaptic maintenance for autonomous development of visual areas. ICDL-EPIROB 2015: 78-83 - [c87]Juyang Weng:
Brains as naturally emerging turing machines. IJCNN 2015: 1-8 - [c86]Zejia Zheng, Juyang Weng:
Approaching real-world navigation using object recognition network. IJCNN 2015: 1-8 - [c85]Mojtaba Solgi, Juyang Weng:
WWN-8: Incremental Online Stereo with Shape-from-X Using Life-Long Big Data from Multiple Modalities. INNS Conference on Big Data 2015: 316-326 - [c84]Zejia Zheng, Xie He, Juyang Weng:
Approaching Camera-based Real-World Navigation Using Object Recognition. INNS Conference on Big Data 2015: 428-436 - 2014
- [j55]Juyang Weng, Matthew D. Luciw:
Brain-Inspired Concept Networks: Learning Concepts from Cluttered Scenes. IEEE Intell. Syst. 29(6): 14-22 (2014) - [c83]Ping Gan, Juyang Weng:
The short-context priority of emergent representations in unsupervised learning. ICNC 2014: 30-35 - [c82]Qian Guo, Xiaofeng Wu, Juyang Weng:
WWN-9: Cross-domain synaptic maintenance and its application to object groups recognition. IJCNN 2014: 716-723 - [c81]Zejia Zheng, Juyang Weng, Zhengyou Zhang:
WWN: Integration with coarse-to-fine, supervised and reinforcement learning. IJCNN 2014: 1517-1524 - [c80]Juyang Weng:
A bridge-islands model for brains: Developing numeric circuits for logic and motivation. IJCNN 2014: 2608-2615 - [c79]Dongshu Wang, Yihai Duan, Juyang Weng:
Serotonin and dopamine systems: Internal areas and sequential tasks. IJCNN 2014: 3379-3386 - 2013
- [j54]Juyang Weng, Matthew D. Luciw, Qi Zhang:
Brain-Like Emergent Temporal Processing: Emergent Open States. IEEE Trans. Auton. Ment. Dev. 5(2): 89-116 (2013) - [c78]Jordan Fish, Lisa Ossian, Juyang Weng:
Novelty estimation in developmental networks: Acetylcholine and norepinephrine. IJCNN 2013: 1-8 - [c77]Mojtaba Solgi, Juyang Weng:
Stereo where-what networks: Unsupervised binocular feature learning. IJCNN 2013: 1-8 - [c76]Zejia Zheng, Kui Qian, Juyang Weng, Zhengyou Zhang:
Modeling the effects of neuromodulation on internal brain areas: Serotonin and dopamine. IJCNN 2013: 1-8 - 2012
- [j53]Juyang Weng:
Symbolic Models and Emergent Models: A Review. IEEE Trans. Auton. Ment. Dev. 4(1): 29-53 (2012) - [j52]Juyang Weng, Matthew D. Luciw:
Brain-Like Emergent Spatial Processing. IEEE Trans. Auton. Ment. Dev. 4(2): 161-185 (2012) - [c75]Nikita Wagle, Juyang Weng:
Developing dually optimal LCA features in sensory and action spaces for classification. ICDL-EPIROB 2012: 1-8 - [c74]Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-closed autonomous development: WWN-6 using natural video. IJCNN 2012: 1-8 - [c73]Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-Closed Autonomous Development: Object-Wise Incremental Learning. ISNN (1) 2012: 590-597 - 2011
- [j51]Stevan Harnad, Luc Steels, Tony Belpaeme, Carol J. Madden, Stéphane Lallée, Peter Ford Dominey, Stephen J. Cowley, Juyang Weng, Alberto Greco, Barbara Giolito, Domenico Parisi, Vincent C. Müller, Angelo C. Loula, João Queiroz, Ricardo R. Gudwin, Angelo Cangelosi:
Research Commentaries on Cangelosi's "Solutions and Open Challenges for the Symbol Grounding Problem". Int. J. Signs Semiot. Syst. 1(1): 55-79 (2011) - [j50]Yaochu Jin, Yan Meng, Juyang Weng, Nikola K. Kasabov:
Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development. IEEE Trans. Auton. Ment. Dev. 3(4): 273-275 (2011) - [j49]Zhengping Ji, Matthew D. Luciw, Juyang Weng, Shuqing Zeng:
Incremental Online Object Learning in a Vehicular Radar-Vision Fusion Framework. IEEE Trans. Intell. Transp. Syst. 12(2): 402-411 (2011) - [c72]Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-Closed Autonomous Development. ICONIP (1) 2011: 209-216 - [c71]Xiaoying Song, Wenqiang Zhang, Juyang Weng:
Where-What Network 5: Dealing with scales for objects in complex backgrounds. IJCNN 2011: 2795-2802 - [c70]Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Synapse maintenance in the Where-What Networks. IJCNN 2011: 2822-2829 - [c69]James C. Daly, Jacob D. Brown, Juyang Weng:
Neuromorphic motivated systems. IJCNN 2011: 2917-2924 - [c68]Juyang Weng:
Three theorems: Brain-like networks logically reason and optimally generalize. IJCNN 2011: 2983-2990 - [c67]Stephen Paslaski, Courtland VanDam, Juyang Weng:
Modeling dopamine and serotonin systems in a visual recognition network. IJCNN 2011: 3016-3023 - [c66]Yuekai Wang, Xiaofeng Wu, Xiaoying Song, Wenqiang Zhang, Juyang Weng:
Where-What Network with CUDA: General Object Recognition and Location in Complex Backgrounds. ISNN (2) 2011: 331-341 - [p2]Juyang Weng:
Brain Like Temporal Processing. Bio-Inspired Self-Organizing Robotic Systems 2011: 195-212 - 2010
- [j48]Jay McClelland, Juyang Weng, Gedeon O. Deák, Brian Scassellati:
Cognitive Science Meets Autonomous Mental Development. Cogn. Sci. 34(3): 533-534 (2010) - [j47]Yilu Zhang, Juyang Weng:
Spatio-Temporal Multimodal Developmental Learning. IEEE Trans. Auton. Ment. Dev. 2(3): 149-166 (2010) - [j46]Matthew D. Luciw, Juyang Weng:
Top-Down Connections in Self-Organizing Hebbian Networks: Topographic Class Grouping. IEEE Trans. Auton. Ment. Dev. 2(3): 248-261 (2010) - [c65]Juyang Weng, Matthew D. Luciw:
Online learning for attention, recognition, and tracking by a single developmental framework. CVPR Workshops 2010: 7-14 - [c64]Kajal Miyan, Juyang Weng:
WWN-text: Cortex-like language acquisition with "what" and "where". ICDL 2010: 280-285 - [c63]Matthew D. Luciw, Juyang Weng:
Where-what network-4: The effect of multiple internal areas. ICDL 2010: 311-316 - [c62]Zhengping Ji, Juyang Weng:
WWN-2: A biologically inspired neural network for concurrent visual attention and recognition. IJCNN 2010: 1-8 - [c61]Matthew D. Luciw, Juyang Weng:
Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds. IJCNN 2010: 1-8 - [c60]Juyang Weng:
A 5-chunk developmental brain-mind network model for multiple events in complex backgrounds. IJCNN 2010: 1-8 - [c59]Xiaoying Song, Yuekai Wang, Wenqiang Zhang, Xiaofeng Wu, Hong Lu, Xiangyang Xue, Juyang Weng:
The architecture and recognition algorithm in Haibao perceptual development robot. ROBIO 2010: 417-422
2000 – 2009
- 2009
- [j45]Juyang Weng:
Task Muddiness, Intelligence Metrics, and the Necessity of Autonomous Mental Development. Minds Mach. 19(1): 93-115 (2009) - [j44]Juyang Weng, Matthew D. Luciw:
Dually Optimal Neuronal Layers: Lobe Component Analysis. IEEE Trans. Auton. Ment. Dev. 1(1): 68-85 (2009) - [j43]Mojtaba Solgi, Juyang Weng:
Developmental Stereo: Emergence of Disparity Preference in Models of the Visual Cortex. IEEE Trans. Auton. Ment. Dev. 1(4): 238-252 (2009) - [j42]Dongyue Chen, Liming Zhang, Juyang Weng:
Spatio-Temporal Adaptation in the Unsupervised Development of Networked Visual Neurons. IEEE Trans. Neural Networks 20(6): 992-1008 (2009) - [c58]Juyang Weng, Yi Shen, Mingmin Chi, Xiangyang Xue:
Temporal context as cortical spatial codes. IJCNN 2009: 3348-3355 - 2008
- [j41]Juyang Weng, Tianyu Luwang, Hong Lu, Xiangyang Xue:
Multilayer in-place learning networks for modeling functional layers in the laminar cortex. Neural Networks 21(2-3): 150-159 (2008) - [c57]Zhengping Ji, Matthew D. Luciw, Juyang Weng:
Epigenetic sensorimotor pathways and its application to developmental object learning. IEEE Congress on Evolutionary Computation 2008: 3938-3945 - [c56]Mojtaba Solgi, Juyang Weng:
Developmental Stereo: Topographic Iconic-Abstract Map from Top-Down Connection. ICONIP (1) 2008: 80-87 - [c55]Zhengping Ji, Xiao Huang, Juyang Weng:
Learning of sensorimotor behaviors by a SASE agent for vision-based navigation. IJCNN 2008: 3374-3381 - [c54]Matthew D. Luciw, Juyang Weng:
Topographic Class Grouping with applications to 3D object recognition. IJCNN 2008: 3987-3994 - 2007
- [j40]Juyang Weng, Tianyu Luwang, Hong Lu, Xiangyang Xue:
A Multilayer in-Place Learning Network for Development of General Invariances. Int. J. Humanoid Robotics 4(2): 281-320 (2007) - [j39]Xiao Huang, Juyang Weng:
Inherent Value Systems for Autonomous Mental Development. Int. J. Humanoid Robotics 4(2): 407-433 (2007) - [j38]Juyang Weng:
On developmental mental architectures. Neurocomputing 70(13-15): 2303-2323 (2007) - [j37]Shuqing Zeng, Juyang Weng:
Online-learning and Attention-based Approach to Obstacle Avoidance Using a Range Finder. J. Intell. Robotic Syst. 50(3): 219-239 (2007) - [j36]James L. McClelland, Kim Plunkett, Juyang Weng:
Guest Editorial: Convergent Approaches to the Understanding of Autonomous Mental Development. IEEE Trans. Evol. Comput. 11(2): 133-136 (2007) - [j35]Yilu Zhang, Juyang Weng:
Task Transfer by a Developmental Robot. IEEE Trans. Evol. Comput. 11(2): 226-248 (2007) - [j34]Juyang Weng, Wey-Shiuan Hwang:
Incremental Hierarchical Discriminant Regression. IEEE Trans. Neural Networks 18(2): 397-415 (2007) - [c53]Juyang Weng, Tianyu Luwang, Hong Lu, Xiangyang Xue:
The Multilayer In-Place Learning Network for the Development of General Invariances and Multi-Task Learning. IJCNN 2007: 2621-2628 - [c52]Jian Lu, Juyang Weng:
Autonomous learning in gesture recognition by using lobe component analysis. IPAS 2007: 64970 - 2006
- [j33]Juyang Weng, Wey-Shiuan Hwang:
From neural networks to the brain: autonomous mental development. IEEE Comput. Intell. Mag. 1(3): 15-31 (2006) - [c51]Juyang Weng, Nan Zhang:
Optimal In-Place Learning and the Lobe Component Analysis. IJCNN 2006: 3887-3894 - [c50]Juyang Weng, Hong Lu, Tianyu Luwang, Xiangyang Xue:
In-Place Learning for Positional and Scale Invariance. IJCNN 2006: 5233-5242 - 2005
- [j32]Juyang Weng, Shuqing Zeng:
A Theory of Developmental Mental Architecture and the Dav Architecture Design. Int. J. Humanoid Robotics 2(2): 145-179 (2005) - [j31]Yilu Zhang, Juyang Weng, Wey-Shiuan Hwang:
Auditory learning: a developmental method. IEEE Trans. Neural Networks 16(3): 601-616 (2005) - [c49]Shuqing Zeng, Nan Zhang, Juyang Weng:
Tree-Based Methods for Fuzzy Rule Extraction. FLAIRS 2005: 387-393 - [c48]Nan Zhang, Shuqing Zeng, Juyang Weng:
Gradient sparse optimization via competitive learning. ICASSP (4) 2005: 645-648 - 2004
- [j30]Juyang Weng:
Developmental Robotics: Theory and Experiments. Int. J. Humanoid Robotics 1(2): 199-236 (2004) - [c47]Xiao Huang, Juyang Weng:
Motivational System for Human-Robot Interaction. ECCV Workshop on HCI 2004: 17-27 - [c46]Shuqing Zeng, Juyang Weng:
Online-learning and Attention-based Obstacle Avoidance Using a Range Finder. FLAIRS 2004: 744-750 - [c45]