Matthew Luciw
Matthew Luciw
Principal Scientist, Neurala
Geverifieerd e-mailadres voor idsia.ch - Homepage
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Dually optimal neuronal layers: Lobe component analysis
J Weng, M Luciw
IEEE Transactions on Autonomous Mental Development 1 (1), 68-85, 2009
852009
Neuromorphic Spatiotemporal Where-What Machines
J Weng, Z Ji, M Luciw, M Solgi, BTMS University
US Patent App. 12/790,735, 2010
79*2010
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
53*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 (1), 1-11, 2014
462014
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
392017
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
352012
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
332011
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
32*2011
Incremental Slow Feature Analysis
VR Kompella, M Luciw, J Schmidhuber
Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2011
302011
Where What Network 3: Developmental top-down attention with multiple meaningful foregrounds
M Luciw, J Weng
International Joint Conference on Neural Networks, 4233-4240, 2010
302010
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
262013
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
232011
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
222012
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
222006
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
212012
Sequential constant size compressors for reinforcement learning
L Gisslén, M Luciw, V Graziano, J Schmidhuber
Proc. Artificial General Intelligence Conference (AGI), 31-40, 2011
212011
Topographic class grouping with applications to 3d object recognition
MD Luciw, J Weng
Proc. International Joint Conference on Neural Networks (IJCNN), 3987-3994, 2008
212008
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
202008
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
192013
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
192010
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