| Neuromorphic Spatiotemporal Where-What Machines J Weng, Z Ji, M Luciw, M Solgi, BTMS University US Patent App. 12/790,735, 2010 | 91* | 2010 |
| Dually optimal neuronal layers: Lobe component analysis J Weng, M Luciw IEEE Transactions on Autonomous Mental Development 1 (1), 68-85, 2009 | 79 | 2009 |
| Incremental slow feature analysis: Adaptive low-complexity slow feature updating from high-dimensional input streams VR Kompella, M Luciw, J Schmidhuber Neural Computation 24 (11), 2994-3024, 2012 | 45 | 2012 |
| Multi-channel EEG recordings during 3,936 grasp and lift trials with varying weight and friction MD Luciw, E Jarocka, BB Edin Scientific data 1, 140047, 2014 | 34 | 2014 |
| Learning skills from play: artificial curiosity on a katana robot arm H Ngo, M Luciw, A Forster, J Schmidhuber Proc. International Joint Conference on Neural Networks (IJCNN), 2012 | 33 | 2012 |
| Artificial curiosity with planning for autonomous perceptual and cognitive development M Luciw, V Graziano, M Ring, J Schmidhuber Proc. International Conference on Development and Learning and Epigenetic …, 2011 | 31 | 2011 |
| Intrinsically motivated evolutionary search for vision-based reinforcement learning G Cuccu, M Luciw, J Schmidhuber, F Gomez Proc. International Conference on Development and Learning and Epigenetic …, 2011 | 30* | 2011 |
| Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots VR Kompella, M Stollenga, M Luciw, J Schmidhuber Artificial Intelligence 247, 313-335, 2017 | 28 | 2017 |
| Where What Network 3: Developmental top-down attention with multiple meaningful foregrounds M Luciw, J Weng Proc. IEEE int’l joint conference on neural networks, 4233-4240, 2010 | 28 | 2010 |
| Incremental Slow Feature Analysis VR Kompella, M Luciw, J Schmidhuber Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2011 | 26 | 2011 |
| An intrinsic value system for developing multiple invariant representations with incremental slowness learning MD Luciw, VR Kompella, S Kazerounian, J Schmidhuber Frontiers in neurorobotics 7, 9, 2013 | 25 | 2013 |
| Optimal in-place self-organization for cortical development: Limited cells, sparse coding and cortical topography J Weng, MD Luciw Proc. International Conference on Development and Learning (ICDL), 2006 | 22 | 2006 |
| Topographic class grouping with applications to 3d object recognition MD Luciw, J Weng Proc. International Joint Conference on Neural Networks (IJCNN), 3987-3994, 2008 | 21 | 2008 |
| Low complexity proto-value function learning from sensory observations with incremental slow feature analysis M Luciw, J Schmidhuber Proc. International Conference on Artificial Neural Networks (ICANN), 279-287, 2012 | 20 | 2012 |
| Sequential constant size compressors for reinforcement learning L Gisslén, M Luciw, V Graziano, J Schmidhuber Proc. Artificial General Intelligence Conference (AGI), 31-40, 2011 | 20 | 2011 |
| Motor initiated expectation through top-down connections as abstract context in a physical world MD Luciw, J Weng, S Zeng Proc. International Conference on Development and Learning (ICDL), 115-120, 2008 | 20 | 2008 |
| Where-what network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds M Luciw, J Weng Proc. International Joint Conference on Neural Networks (IJCNN), 4233-4240, 2010 | 19 | 2010 |
| Autonomous learning of abstractions using curiosity-driven modular incremental slow feature analysis VR Kompella, M Luciw, M Stollenga, L Pape, J Schmidhuber Proc. International Conference on Development and Learning and Epigenetic …, 2012 | 18 | 2012 |
| Confidence-based progress-driven self-generated goals for skill acquisition in developmental robots H Ngo, M Luciw, A Förster, J Schmidhuber Frontiers in psychology 4, 833, 2013 | 17 | 2013 |
| Incremental Online Object Learning in a Vehicular Radar-Vision Fusion Framework Z Ji, M Luciw, J Weng, S Zeng IEEE Transactions on Intelligent Transportation Systems, 1-10, 2011 | 17 | 2011 |
Juyang WengMichigan State UniversityVerified email at cse.msu.edu