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Max Garagnani, Ph.D, Ph.D., Dott. - Publications

Affiliations: 
1999-2005 Department of Computing The Open University, Kents Hill, England, United Kingdom 
 2008-2012 MRC Cognition and Brain Sciences Unit, Cambridge, England, United Kingdom 
 2012-2016 School of Computing and Mathematics University of Plymouth, Plymouth, England, United Kingdom 
 2013-2016 Department of Philosophy and Humanities Free University of Berlin 
 2016- Computing Goldsmiths, University of London, London, England, United Kingdom 
Area:
Computational neuroscience, cognitive neruoscience, language, neural networks, cerebral cortex, modelling, neurolinguistics
Website:
https://www.gold.ac.uk/computing/people/garagnani-max/
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24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Garagnani M. On the ability of standard and brain-constrained deep neural networks to support cognitive superposition: a position paper. Cognitive Neurodynamics. 18: 3383-3400. PMID 39712129 DOI: 10.1007/s11571-023-10061-1  0.486
2024 Gelens F, Äijälä J, Roberts L, Komatsu M, Uran C, Jensen MA, Miller KJ, Ince RAA, Garagnani M, Vinck M, Canales-Johnson A. Distributed representations of prediction error signals across the cortical hierarchy are synergistic. Nature Communications. 15: 3941. PMID 38729937 DOI: 10.1038/s41467-024-48329-7  0.341
2023 Shtyrov Y, Efremov A, Kuptsova A, Wennekers T, Gutkin B, Garagnani M. Breakdown of category-specific word representations in a brain-constrained neurocomputational model of semantic dementia. Scientific Reports. 13: 19572. PMID 37949997 DOI: 10.1038/s41598-023-41922-8  0.834
2022 Henningsen-Schomers MR, Garagnani M, Pulvermüller F. Influence of language on perception and concept formation in a brain-constrained deep neural network model. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 378: 20210373. PMID 36571136 DOI: 10.1098/rstb.2021.0373  0.786
2021 Garagnani M, Kirilina E, Pulvermüller F. Semantic Grounding of Novel Spoken Words in the Primary Visual Cortex. Frontiers in Human Neuroscience. 15: 581847. PMID 33732120 DOI: 10.3389/fnhum.2021.581847  0.797
2019 Tomasello R, Wennekers T, Garagnani M, Pulvermüller F. Visual cortex recruitment during language processing in blind individuals is explained by Hebbian learning. Scientific Reports. 9: 3579. PMID 30837569 DOI: 10.1038/S41598-019-39864-1  0.805
2018 Tomasello R, Garagnani M, Wennekers T, Pulvermüller F. A Neurobiologically Constrained Cortex Model of Semantic Grounding With Spiking Neurons and Brain-Like Connectivity. Frontiers in Computational Neuroscience. 12: 88. PMID 30459584 DOI: 10.3389/Fncom.2018.00088  0.811
2017 Schomers MR, Garagnani M, Pulvermüller F. Neurocomputational consequences of evolutionary connectivity changes in perisylvian language cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28193685 DOI: 10.1523/Jneurosci.2693-16.2017  0.8
2016 Garagnani M, Lucchese G, Tomasello R, Wennekers T, Pulvermüller F. A Spiking Neurocomputational Model of High-Frequency Oscillatory Brain Responses to Words and Pseudowords. Frontiers in Computational Neuroscience. 10: 145. PMID 28149276 DOI: 10.3389/Fncom.2016.00145  0.776
2016 Tomasello R, Garagnani M, Wennekers T, Pulvermüller F. Brain connections of words, perceptions and actions: A neurobiological model of spatio-temporal semantic activation in the human cortex. Neuropsychologia. PMID 27394150 DOI: 10.1016/J.Neuropsychologia.2016.07.004  0.808
2016 Garagnani M, Pulvermüller F. Conceptual grounding of language in action and perception: a neurocomputational model of the emergence of category specificity and semantic hubs. The European Journal of Neuroscience. 43: 721-37. PMID 26660067 DOI: 10.1111/Ejn.13145  0.845
2014 Pulvermüller F, Garagnani M, Wennekers T. Thinking in circuits: toward neurobiological explanation in cognitive neuroscience. Biological Cybernetics. 108: 573-93. PMID 24939580 DOI: 10.1007/S00422-014-0603-9  0.8
2014 Pulvermüller F, Garagnani M. From sensorimotor learning to memory cells in prefrontal and temporal association cortex: a neurocomputational study of disembodiment. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. 57: 1-21. PMID 24769063 DOI: 10.1016/J.Cortex.2014.02.015  0.771
2014 Ludlow A, Mohr B, Whitmore A, Garagnani M, Pulvermüller F, Gutierrez R. Auditory processing and sensory behaviours in children with autism spectrum disorders as revealed by mismatch negativity. Brain and Cognition. 86: 55-63. PMID 24565813 DOI: 10.1016/J.Bandc.2014.01.016  0.412
2014 Adams SV, Wennekers T, Cangelosi A, Garagnani M, Pulvermuller F. Learning visual-motor Cell Assemblies for the iCub robot using a neuroanatomically grounded neural network Ieee Ssci 2014 - 2014 Ieee Symposium Series On Computational Intelligence - Ccmb 2014: 2014 Ieee Symposium On Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Proceedings. 1-8. DOI: 10.1109/CCMB.2014.7020687  0.739
2013 Garagnani M, Pulvermüller F. Neuronal correlates of decisions to speak and act: Spontaneous emergence and dynamic topographies in a computational model of frontal and temporal areas. Brain and Language. 127: 75-85. PMID 23489583 DOI: 10.1016/J.Bandl.2013.02.001  0.779
2011 Garagnani M, Pulvermüller F. From sounds to words: a neurocomputational model of adaptation, inhibition and memory processes in auditory change detection. Neuroimage. 54: 170-81. PMID 20728545 DOI: 10.1016/J.Neuroimage.2010.08.031  0.793
2011 Garagnani M, Pulvermüller F. S4.4 Investigating cognitive representations with brain-like networks and MEG/EEG Clinical Neurophysiology. 122: S12. DOI: 10.1016/S1388-2457(11)60037-0  0.721
2011 Garagnani M, Pulvermüller F. Erratum to “From sounds to words: A neurocomputational model of adaptation, inhibition and memory processes in auditory change detection” [NeuroImage 54/1 (2011) 170–181] Neuroimage. 55: 435-436. DOI: 10.1016/J.Neuroimage.2010.11.083  0.722
2009 Garagnani M, Wennekers T, Pulvermüller F. Recruitment and Consolidation of Cell Assemblies for Words by Way of Hebbian Learning and Competition in a Multi-Layer Neural Network. Cognitive Computation. 1: 160-176. PMID 20396612 DOI: 10.1007/S12559-009-9011-1  0.833
2009 Garagnani M, Shtyrov Y, Pulvermüller F. Effects of attention on what is known and what is not: MEG evidence for functionally discrete memory circuits. Frontiers in Human Neuroscience. 3: 10. PMID 19680433 DOI: 10.3389/Neuro.09.010.2009  0.83
2008 Garagnani M, Wennekers T, Pulvermüller F. A neuroanatomically grounded Hebbian-learning model of attention-language interactions in the human brain. The European Journal of Neuroscience. 27: 492-513. PMID 18215243 DOI: 10.1111/J.1460-9568.2008.06015.X  0.827
2007 Garagnani M, Wennekers T, Pulvermüller F. A neuronal model of the language cortex Neurocomputing. 70: 1914-1919. DOI: 10.1016/J.Neucom.2006.10.076  0.843
2006 Wennekers T, Garagnani M, Pulvermüller F. Language models based on Hebbian cell assemblies. Journal of Physiology, Paris. 100: 16-30. PMID 17081735 DOI: 10.1016/J.Jphysparis.2006.09.007  0.827
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