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| Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-16
作者: Ruicong Zhi; Yicheng Meng; Junyi Hou; Jun, Wan
 Adobe PDF(16778Kb) |  收藏 | 浏览/下载：15/4 | 提交时间：2024/06/21 |
| Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者: Wang BC(王必成); Wang JP(王军平)
Adobe PDF(2342Kb) | 收藏 | 浏览/下载：41/12 | 提交时间：2024/06/12 |
| DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning 期刊论文
Nature Communications, 2024, 卷号: 15, 期号: 1, 页码: 2090
作者: Guole Liu; Tongxin Niu; Mengxuan Qiu; Yun Zhu; Fei Sun; Ge Yang
Adobe PDF(7853Kb) | 收藏 | 浏览/下载：14/5 | 提交时间：2024/06/11
Cryo-electron tomography particle picking deep learning weakly supervised learning |
| Fast Noninvasive Morphometric Characterization of Free Human Sperms Using Deep Learning 期刊论文
Microscopy and Microanalysis, 2022, 卷号: 28, 期号: 5, 页码: 1767-1779
作者: Guole Liu; Hao Shi; Huan Zhang; Yating Zhou; Yujiao Sun; Wei Li; Xuefeng Huang; Yuqiang Jiang; Yaliang Fang; Ge Yang
 Adobe PDF(1167Kb) | 收藏 | 浏览/下载：20/8 | 提交时间：2024/06/11
bright-field microscopy deep learning human sperm intracytoplasmic sperm injection sperm morphology |
| A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113
作者: Jinhan Zhang; Jiahao Chen; Shanlin Zhong; Hong Qiao
Adobe PDF(1513Kb) | 收藏 | 浏览/下载：41/10 | 提交时间：2024/06/04 |
| A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者: Xiaona Wang; Jiahao Chen; Hong Qiao
Adobe PDF(2591Kb) | 收藏 | 浏览/下载：34/10 | 提交时间：2024/06/04
Musculoskeletal robot Partial observable Reinforcement learning LSTM Attention Muscle synergy |
| Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756
作者: Xiaona Wang; Jiahao Chen; Wei Wu
Adobe PDF(3444Kb) | 收藏 | 浏览/下载：23/5 | 提交时间：2024/06/04
Biologically inspired control motor preparation motor primitive musculoskeletal robot recurrent neural network (RNN) |
| Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99
作者: Chen JH(陈嘉浩); Chen ZY(陈紫渝); Yao CJ(姚超竞); Qiao H(乔红)
Adobe PDF(6732Kb) | 收藏 | 浏览/下载：44/9 | 提交时间：2024/06/04
Continual reinforcement learning musculoskeletal robots neural manifold recurrent neural network (RNN) |
| Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
作者: Jiahao Chen; Wu YX(吴亚雄); Yao CJ(姚超竞); Huang X(黄销)
Adobe PDF(4084Kb) | 收藏 | 浏览/下载：37/6 | 提交时间：2024/06/04
Musculoskeletal system Robots Muscles Reinforcement learning Robustness Learning systems Recurrent neural networks Musculoskeletal robots recurrent neural network muscle synergy robustness |
| Memory, attention, and muscle synergies based reinforcement and transfer learning for musculoskeletal robots under imperfect observation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: doi:10.1109/TMECH.2024.3401045
作者: Chen JH(陈嘉浩); Wu YX(吴亚雄); Qiao H(乔红)
Adobe PDF(5646Kb) | 收藏 | 浏览/下载：17/3 | 提交时间：2024/06/04
Muscle synergy musculoskeletal robots reinforcement learning |
