| Computational maps in the visual cortex R Miikkulainen, JA Bednar, Y Choe, J Sirosh Springer Verlag, 2005 | 389 | 2005 |
| From phonemes to articulatory codes: an fMRI study of the role of Broca's area in speech production M Papoutsi, JA de Zwart, JM Jansma, MJ Pickering, JA Bednar, B Horwitz Cerebral cortex 19 (9), 2156-2165, 2009 | 207 | 2009 |
| A review of earth artificial intelligence Z Sun, L Sandoval, R Crystal-Ornelas, SM Mousavi, J Wang, C Lin, ... Computers & Geosciences 159, 105034, 2022 | 109 | 2022 |
| Tilt aftereffects in a self-organizing model of the primary visual cortex JA Bednar, R Miikkulainen Neural Computation 12 (7), 1721-1740, 2000 | 105 | 2000 |
| Learning innate face preferences JA Bednar, R Miikkulainen Neural Computation 15 (7), 1525-1557, 2003 | 87 | 2003 |
| Topographica: building and analyzing map-level simulations from Python, C/C++, MATLAB, NEST, or NEURON components JA Bednar Frontiers in neuroinformatics 3, 368, 2009 | 80 | 2009 |
| On the persistence of structural priming: Mechanisms of decay and influence of word-forms G Malhotra, M Pickering, H Branigan, JA Bednar proceedings of the annual meeting of the cognitive science society 30 (30), 2008 | 78 | 2008 |
| Mechanisms for stable, robust, and adaptive development of orientation maps in the primary visual cortex JLR Stevens, JS Law, J Antolik, JA Bednar Journal of Neuroscience 33, 15747-15766, 2013 | 77 | 2013 |
| Self-organization, plasticity, and low-level visual phenomena in a laterally connected map model of the primary visual cortex R Miikkulainen, JA Bednar, Y Choe, J Sirosh Psychology of learning and motivation 36, 257-308, 1997 | 71 | 1997 |
| Model constrained by visual hierarchy improves prediction of neural responses to natural scenes J Antolík, SB Hofer, JA Bednar, TD Mrsic-Flogel PLoS computational biology 12 (6), e1004927, 2016 | 67 | 2016 |
| Building a mechanistic model of the development and function of the primary visual cortex JA Bednar Journal of Physiology (Paris) 106, 194-211, 2012 | 65 | 2012 |
| Learning to see: genetic and environmental influences on visual development JA Bednar PhD Thesis, The University of Texas at Austin, 2002 | 59 | 2002 |
| Development of maps of simple and complex cells in the primary visual cortex J Antolik, JA Bednar Frontiers in computational neuroscience 5, 17, 2011 | 58 | 2011 |
| Self-organization of spatiotemporal receptive fields and laterally connected direction and orientation maps JA Bednar, R Miikkulainen Neurocomputing 52, 473-480, 2003 | 51 | 2003 |
| Joint maps for orientation, eye, and direction preference in a self-organizing model of V1 JA Bednar, R Miikkulainen Neurocomputing 69 (10-12), 1272-1276, 2006 | 50 | 2006 |
| Self-organization of orientation maps, lateral connections, and dynamic receptive fields in the primary visual cortex J Sirosh, R Miikkulainen, JA Bednar Proceedings of the International Conference on Artificial Neural Networks …, 1996 | 50 | 1996 |
| Cortical maps JA Bednar, SP Wilson The Neuroscientist 22 (6), 604-617, 2016 | 49 | 2016 |
| Similar neural adaptation mechanisms underlying face gender and tilt aftereffects C Zhao, P Seriès, PJB Hancock, JA Bednar Vision Research 51, 2021-2030, 2011 | 48 | 2011 |
| Attribute-based system and method for configuring and controlling a data acquisition task T Hayles, JA Bednar US Patent 6,067,584, 2000 | 48 | 2000 |
| Modeling the emergence of whisker direction maps in rat barrel cortex SP Wilson, JS Law, B Mitchinson, TJ Prescott, JA Bednar PloS one 5 (1), e8778, 2010 | 46 | 2010 |
| Scaling self-organizing maps to model large cortical networks JA Bednar, A Kelkar, R Miikkulainen Neuroinformatics 2, 275-301, 2004 | 40 | 2004 |
| An automated and reproducible workflow for running and analyzing neural simulations using Lancet and IPython Notebook JLR Stevens, M Elver, JA Bednar Frontiers in neuroinformatics 7, 44, 2013 | 38 | 2013 |
| Modeling cortical maps with Topographica JA Bednar, Y Choe, J De Paula, R Miikkulainen, J Provost, T Tversky Neurocomputing 58, 1129-1135, 2004 | 37 | 2004 |
| Edge co-occurrences can account for rapid categorization of natural versus animal images LU Perrinet, JA Bednar Scientific Reports, 2015 | 36 | 2015 |
| What, if anything, are topological maps for? SP Wilson, JA Bednar Developmental neurobiology 75 (6), 667-681, 2015 | 33 | 2015 |
| Self-organization of innate face preferences: could genetics be expressed through learning? JA Bednar, R Miikkulainen AAAI/IAAI, 117-122, 2000 | 32 | 2000 |
| Modeling large cortical networks with growing self-organizing maps JA Bednar, A Kelkar, R Miikkulainen Neurocomputing 44, 315-321, 2002 | 31 | 2002 |
| Creating, documenting and sharing network models SM Crook, JA Bednar, S Berger, R Cannon, AP Davison, M Djurfeldt, ... Network: Computation in Neural Systems, 1-19, 2012 | 20 | 2012 |
| Self-organization of color opponent receptive fields and laterally connected orientation maps JA Bednar, JB De Paula, R Miikkulainen Neurocomputing 65, 69-76, 2005 | 18 | 2005 |
| Prenatal and postnatal development of laterally connected orientation maps JA Bednar, R Miikkulainen Neurocomputing 58, 985-992, 2004 | 17 | 2004 |
| Understanding neural maps with topographica JA Bednar Brains, Minds, and Media 3 (bmm1402), 2008 | 15 | 2008 |
| Internally-generated activity, non-episodic memory, and emotional salience in sleep JA Bednar Behavioral and Brain Sciences 23 (6), 908-909, 2000 | 14 | 2000 |
| The role of internally generated neural activity in newborn and infant face preferences JA Bednar Face perception in infancy and early childhood. New York: NOVA Science …, 2002 | 13 | 2002 |
| Neural computation via neural geometry: a place code for inter-whisker timing in the barrel cortex? SP Wilson, JA Bednar, TJ Prescott, B Mitchinson PLoS computational biology 7 (10), e1002188, 2011 | 12 | 2011 |
| Mechanisms for stable and robust development of orientation maps and receptive fields J Law, J Antolik, J Bednar Technical Report, EDI-INF-RR-1404, 2011 | 12 | 2011 |
| Constructing visual function through prenatal and postnatal learning JA Bednar, R Miikkulainen Neuroconstructivism 2, 2007 | 10 | 2007 |
| Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1 S Jegelka, JA Bednar, R Miikkulainen Neurocomputing 69 (10-12), 1291-1296, 2006 | 10 | 2006 |
| Constructing good learners using evolved pattern generators V Valsalam, J Bednar, R Miikkulainen Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005 | 9 | 2005 |
| Hebbian learning of the statistical and geometrical structure of visual input JA Bednar Neuromathematics of vision, 335-366, 2014 | 8 | 2014 |
| A neural network model of visual tilt aftereffects JA Bednar, R Miikkulainen Proceedings of the 19th annual conference of the cognitive science society …, 1997 | 8 | 1997 |
| Neonatal Learning of Faces: Environmental and Genetic Influences JA Bednar, R Miikkulainen Proceedings of the 24th Annual Conference of the Cognitive Science Society …, 2002 | 7* | 2002 |
| Topographica JA Bednar Encyclopedia of computational neuroscience, 1-5, 2014 | 6 | 2014 |
| Constructing complex systems via activity-driven unsupervised Hebbian self-organization JA Bednar Growing Adaptive Machines: Combining Development and Learning in Artificial …, 2014 | 5 | 2014 |
| A Self-Organizing Neural Network Model of the Primary Visual Cortex. R Miikkulainen, JA Bednar, Y Choe, J Sirosh ICONIP, 815-818, 1998 | 5 | 1998 |
| Developing complex systems using evolved pattern generators VK Valsalam, JA Bednar, R Miikkulainen IEEE transactions on evolutionary computation 11 (2), 181-198, 2007 | 4 | 2007 |
| Motion aftereffects in a self-organizing model of primary visual cortex C Ball, JA Bednar Master’s thesis, The University of Edinburgh, 2005 | 4 | 2005 |
| Modeling self-organization in the visual cortex R Miikkulainen, JA Bednar, Y Choe, J Sirosh Kohonen maps, 243-252, 1999 | 4 | 1999 |
| Establishing an appropriate learning bias through development VK Valsalam, JA Bednar, R Miikkulainen Proceedings of the Fifth International Conference on Development and Learning, 2006 | 2 | 2006 |
| Constructing visual function through prenatal and postnatal learning JA Bednar, R Miikkulainen Neuroconstructivism, Vol. 2: Perspectives and Prospects, 13-37, 2005 | 2 | 2005 |
| Visual Cortex as a General-Purpose Information-Processing Device JA Bednar ECCV 2012 Workshops, Lecture Notes in Computer Science 7583, 480-485, 2012 | 1 | 2012 |
Risto MiikkulainenProfessor of Computer Science, the University of Texas at AustinVerified email at cs.utexas.edu
