RI
Roman Ilin
cs.CVcs.LGNeural Networks, Computercs.AILanguageArtificial IntelligenceAssociation Learningbraincs.NEdual model
On Valency
published · living versionsW_bjhu9ms2·v1 · currentpublished
Grounded Symbols in the Brain Computational Foundations for Perceptual Symbol System
with Leonid Perlovsky
1 version
Preprints & journals
13 papers in the corpus · 2007–2023Enhancing Self-Training Methods2301.07294v1 · Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin et al.2023 · 0 citationsarXiv
Bottom-up Hierarchical Classification Using Confusion-based Logit Compression2110.01756v1 · Tong Liang, Jim Davis, Roman Ilin2021 · 0 citationsarXiv
A Classification Refinement Strategy for Semantic Segmentation1801.07674v1 · James W. Davis, Christopher Menart, Muhammad Akbar et al.2018 · 4 citationsarXiv
Formal Concept Analysis of Rodent Carriers of Zoonotic Disease1608.07241v1 · Roman Ilin, Barbara A. Han2016 · 0 citationsarXiv
Unsupervised learning of categorical data with competing models.24808068 · Ilin, Roman2015 · 16 citationsIEEE transactions on neural networks and learning systems. 2012;23(11):1726-37
Brain. Conscious and unconscious mechanisms of cognition, emotions, and language.24961270 · Perlovsky, Leonid, Ilin, Roman2014 · 25 citationsBrain sciences. 2012;2(4):790-834
Vague-to-crisp dynamics of percept formation modeled as operant (selectionist) process.24465287 · Ilin, Roman, Zhang, Jun, Perlovsky, Leonid et al.2014 · 2 citationsCognitive neurodynamics. 2014;8(1):71-80
Mirror neurons, language, and embodied cognition.23403367 · Perlovsky, Leonid I, Ilin, Roman2013 · 20 citationsNeural networks : the official journal of the International Neural Network Society. 2013;41:15-22
Neurally and mathematically motivated architecture for language and thought.21673788 · Perlovsky, L I, Ilin, R2011 · 44 citationsThe open neuroimaging journal. 2010;4:70-80
Grounded Symbols in the Brain Computational Foundations for Perceptual Symbol System1010.4222v1 · Leonid Perlovsky, Roman Ilin2010 · 32 citationsarXivon Valency
Cross-situational learning of object-word mapping using Neural Modeling Fields.19596549 · Fontanari, José F, Tikhanoff, Vadim, Cangelosi, Angelo et al.2009 · 58 citationsNeural networks : the official journal of the International Neural Network Society. 2009;22(5-6):579-85
Beyond feedforward models trained by backpropagation: a practical training tool for a more efficient universal approximator.18541494 · Ilin, Roman, Kozma, Robert, Werbos, Paul J2008 · 92 citationsIEEE transactions on neural networks. 2008;19(6):929-37
Beyond Feedforward Models Trained by Backpropagation: a Practical Training Tool for a More Efficient Universal Approximator0710.4182v1 · Roman Ilin, Robert Kozma, Paul J. Werbos2007 · 92 citationsarXiv
Career total: 81 works. 13 are in this corpus.
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