| # | Title | Journal | Year | Citations |
|---|
| 1 | Self-organized formation of topologically correct feature maps | Biological Cybernetics | 1982 | 7,427 |
| 2 | Independent component analysis: algorithms and applications | Neural Networks | 2000 | 6,796 |
| 3 | Fast and robust fixed-point algorithms for independent component analysis | IEEE Transactions on Neural Networks | 1999 | 5,183 |
| 4 | Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain | Reviews of Modern Physics | 1993 | 3,939 |
| 5 | Supercontinuum generation in photonic crystal fiber | Reviews of Modern Physics | 2006 | 3,739 |
| 6 | A Fast Fixed-Point Algorithm for Independent Component Analysis | Neural Computation | 1997 | 2,828 |
| 7 | Social capital, knowledge acquisition, and knowledge exploitation in young technology-based firms | Strategic Management Journal | 2001 | 1,937 |
| 8 | Clustering of the self-organizing map | IEEE Transactions on Neural Networks | 2000 | 1,905 |
| 9 | Self-Organizing Maps | Springer Series in Information Sciences | 1997 | 1,898 |
| 10 | Self-Organization and Associative Memory | Springer Series in Information Sciences | 1988 | 1,737 |
| 11 | Interpreting magnetic fields of the brain: minimum norm estimates | Medical and Biological Engineering and Computing | 1994 | 1,692 |
| 12 | Enzymatic Hydrolysis Combined with Mechanical Shearing and High-Pressure Homogenization for Nanoscale Cellulose Fibrils and Strong Gels | Biomacromolecules | 2007 | 1,684 |
| 13 | Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models | IEEE Transactions on Geoscience and Remote Sensing | 1985 | 1,557 |
| 14 | Giant magnetic-field-induced strain in NiMnGa seven-layered martensitic phase | Applied Physics Letters | 2002 | 1,515 |
| 15 | The self-organizing map | Neurocomputing | 1998 | 1,490 |
| 16 | Structure and tie strengths in mobile communication networks | Proceedings of the National Academy of Sciences of the United States of America | 2007 | 1,412 |
| 17 | Iminium Catalysis | Chemical Reviews | 2007 | 1,307 |
| 18 | Validating the independent components of neuroimaging time series via clustering and visualization | NeuroImage | 2004 | 1,103 |
| 19 | Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data | Small Business Economics | 2005 | 1,091 |
| 20 | Frontal theta activity in humans increases with memory load in a working memory task | European Journal of Neuroscience | 2002 | 1,086 |
| 21 | Embedding Transition-Metal Atoms in Graphene: Structure, Bonding, and Magnetism | Physical Review Letters | 2009 | 1,022 |
| 22 | Functional Materials Based on Self-Assembly of Polymeric Supramolecules | Science | 2002 | 975 |
| 23 | Microwave Dielectric Behavior of Wet Soil-Part 1: Empirical Models and Experimental Observations | IEEE Transactions on Geoscience and Remote Sensing | 1985 | 974 |
| 24 | Global sea level linked to global temperature | Proceedings of the National Academy of Sciences of the United States of America | 2009 | 973 |
| 25 | Interfacial reactions between lead-free solders and common base materials | Materials Science and Engineering Reports | 2005 | 971 |
| 26 | Oscillations in the Alpha Band (9-12 Hz) Increase with Memory Load during Retention in a Short-term Memory Task | Cerebral Cortex | 2002 | 970 |
| 27 | Theory of positrons in solids and on solid surfaces | Reviews of Modern Physics | 1994 | 961 |
| 28 | An introduction to neural computing | Neural Networks | 1988 | 925 |
| 29 | Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data | IEEE Transactions on Biomedical Engineering | 1989 | 894 |
| 30 | Opportunities for mesoscopics in thermometry and refrigeration: Physics and applications | Reviews of Modern Physics | 2006 | 890 |
| 31 | Activation of human primary motor cortex during action observation: A neuromagnetic study | Proceedings of the National Academy of Sciences of the United States of America | 1998 | 875 |
| 32 | First Result from the Alpha Magnetic Spectrometer on the International Space Station: Precision Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–350 GeV | Physical Review Letters | 2013 | 852 |
| 33 | Severe plastic deformation (SPD) processes for metals | CIRP Annals - Manufacturing Technology | 2008 | 830 |
| 34 | Intensity and coherence of motifs in weighted complex networks | Physical Review E | 2005 | 820 |
| 35 | Synthesis and Surface Engineering of Complex Nanostructures by Atomic Layer Deposition | Advanced Materials | 2007 | 812 |
| 36 | Random projection in dimensionality reduction | | 2001 | 792 |
| 37 | Making flexible magnetic aerogels and stiff magnetic nanopaper using cellulose nanofibrils as templates | Nature Nanotechnology | 2010 | 753 |
| 38 | Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement | Neuroscience | 1994 | 722 |
| 39 | Mercer kernel-based clustering in feature space | IEEE Transactions on Neural Networks | 2002 | 719 |
| 40 | Signal-space projection method for separating MEG or EEG into components | Medical and Biological Engineering and Computing | 1997 | 701 |
| 41 | Formation of shear bands and strain-induced martensite during plastic deformation of metastable austenitic stainless steels | Acta Materialia | 2007 | 701 |
| 42 | Engineering applications of the self-organizing map | Proceedings of the IEEE | 1996 | 693 |
| 43 | Self organization of a massive document collection | IEEE Transactions on Neural Networks | 2000 | 675 |
| 44 | Correlation Matrix Memories | IEEE Transactions on Computers | 1972 | 666 |
| 45 | Simple and Accurate Analytical Model of Planar Grids and High-Impedance Surfaces Comprising Metal Strips or Patches | IEEE Transactions on Antennas and Propagation | 2008 | 666 |
| 46 | Exploration, exploitation, and financial performance: analysis of S&P 500 corporations | Strategic Management Journal | 2009 | 662 |
| 47 | OP-ELM: Optimally Pruned Extreme Learning Machine | IEEE Transactions on Neural Networks | 2010 | 657 |
| 48 | A generic camera model and calibration method for conventional, wide-angle, and fish-eye lenses | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 646 |
| 49 | Independent component approach to the analysis of EEG and MEG recordings | IEEE Transactions on Biomedical Engineering | 2000 | 639 |
| 50 | Intercarrier interference self-cancellation scheme for OFDM mobile communication systems | IEEE Transactions on Communications | 2001 | 622 |
