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Distinct signatures of subjective confidence and objective accuracy in speech prosody
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In: ISSN: 0010-0277 ; EISSN: 1873-7838 ; Cognition ; https://hal.archives-ouvertes.fr/hal-03181668 ; Cognition, Elsevier, 2021, 212, pp.104661. ⟨10.1016/j.cognition.2021.104661⟩ (2021)
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| 22 |
The ratio processing system and its role in fraction understanding: Evidence from a match-to-sample task in children and adults with and without dyscalculia
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In: ISSN: 1747-0218 ; EISSN: 1747-0226 ; Quarterly Journal of Experimental Psychology ; https://hal.archives-ouvertes.fr/hal-03052304 ; Quarterly Journal of Experimental Psychology, Taylor & Francis (Routledge), 2021, 42 (11), pp.3396-3410. ⟨10.1177/1747021820940631⟩ (2021)
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| 23 |
Spatial relations trigger visual binding of people
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In: https://hal.archives-ouvertes.fr/hal-03099386 ; 2021 (2021)
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| 24 |
From simple agents to information sources: Readers' differential processing of story characters as a function of story consistency
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In: ISSN: 0001-6918 ; EISSN: 1873-6297 ; Acta Psychologica ; https://hal.archives-ouvertes.fr/hal-03090224 ; Acta Psychologica, Elsevier, 2021, 212, pp.103191. ⟨10.1016/j.actpsy.2020.103191⟩ (2021)
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| 25 |
Exploring the Moderation Effect of Educational Stage on Visual Magnocellular Functioning Linked to Reading: A Study in French Primary School Children
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In: ISSN: 2227-9067 ; Children ; https://hal.archives-ouvertes.fr/hal-03517142 ; Children, MDPI, 2021, 8 (2), pp.68. ⟨10.3390/children8020068⟩ (2021)
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| 26 |
Metamorphic Thinking in Cartesian Systemic Emergence
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In: proc. of ICONS 2021 -The Sixteenth International Conference on Systems (ISBN: 978-1-61208-838-9) ; ICONS 2021 ; https://hal.archives-ouvertes.fr/hal-03321417 ; ICONS 2021, IARIA, Apr 2021, Porto, Portugal. pp.33-38 ; https://www.iaria.org/conferences2021/ICONS21.html (2021)
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| 27 |
Beyond social learning
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In: ISSN: 0962-8436 ; EISSN: 1471-2970 ; Philosophical Transactions of the Royal Society B: Biological Sciences ; https://hal.archives-ouvertes.fr/hal-03257149 ; Philosophical Transactions of the Royal Society B: Biological Sciences, Royal Society, The, 2021, 376 (1828), ⟨10.1098/rstb.2020.0050⟩ (2021)
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| 28 |
Word and Face Recognition Processing Based on Response Times and Ex-Gaussian Components
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In: ISSN: 1099-4300 ; Entropy ; https://hal.univ-grenoble-alpes.fr/hal-03355022 ; Entropy, MDPI, 2021, 23 (5), pp.580. ⟨10.3390/e23050580⟩ (2021)
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| 29 |
Social communication disorder and behavioural addiction: Case report and clinical implications
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In: ISSN: 2062-5871 ; EISSN: 2063-5303 ; Journal of Behavioral Addictions ; https://hal.archives-ouvertes.fr/hal-03282048 ; Journal of Behavioral Addictions, Akademiai Kiado, In press, ⟨10.1556/2006.2021.00026⟩ (2021)
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| 30 |
Sequential and network analyses to describe multiple signal use in captive mangabeys
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In: ISSN: 0003-3472 ; EISSN: 1095-8282 ; Animal Behaviour ; https://hal.archives-ouvertes.fr/hal-03480471 ; Animal Behaviour, Elsevier Masson, 2021, 182, pp.203-226. ⟨10.1016/j.anbehav.2021.09.005⟩ (2021)
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| 31 |
Cognitive load increases anthropomorphism of humanoid robot. The automatic path of anthropomorphism.
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In: https://hal.archives-ouvertes.fr/hal-03438173 ; 2021 (2021)
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| 32 |
Pantomime of tool use: looking beyond apraxia
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In: ISSN: 2632-1297 ; Brain Communications ; https://hal.archives-ouvertes.fr/hal-03576009 ; Brain Communications, Oxford University Press on behalf of the Guarantors of Brain, 2021, 3 (4), ⟨10.1093/braincomms/fcab263⟩ (2021)
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| 33 |
Corpus callosum morphology across the lifespan in baboons (Papio anubis): A cross-sectional study of relative mid-sagittal surface area and thickness
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In: ISSN: 0168-0102 ; EISSN: 1872-8111 ; Neuroscience Research ; https://hal-amu.archives-ouvertes.fr/hal-03196956 ; Neuroscience Research, Elsevier, 2021, ⟨10.1016/j.neures.2021.03.002⟩ (2021)
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| 34 |
Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
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In: KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021 ; https://hal.inria.fr/hal-03360307 ; KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam (2021)
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| 35 |
Contextual Information Helps Understand Messages Written with Textisms
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In: ISSN: 2076-3417 ; Applied Sciences ; https://hal.archives-ouvertes.fr/hal-03371354 ; Applied Sciences, MDPI, 2021, 11 (11), pp.4853. ⟨10.3390/app11114853⟩ (2021)
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| 36 |
The origins of trust: Humans’ reliance on communicative cues supersedes firsthand experience during the second year of life
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In: ISSN: 1363-755X ; EISSN: 1467-7687 ; Developmental Science ; https://hal.archives-ouvertes.fr/hal-03624277 ; Developmental Science, Wiley, 2021, ⟨10.1111/desc.13223⟩ (2021)
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| 37 |
Medical teachers’ opinions about students with neurodevelopmental disorders and their management
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In: ISSN: 1472-6920 ; BMC Medical Education ; https://hal-univ-fcomte.archives-ouvertes.fr/hal-03630125 ; BMC Medical Education, BioMed Central, 2021, 21 (1), pp.16. ⟨10.1186/s12909-020-02413-w⟩ (2021)
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| 38 |
Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
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In: KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021 ; https://hal.inria.fr/hal-03360307 ; KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam (2021)
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Abstract:
International audience ; Some human cognitive tasks may involve tightly interleaved logical and numerical computations. On the one hand, ontologies allow us to describe symbolic structured knowledge and perform logical inference, providing a rather natural representation of human reasoning as modeled in cognitive psychology. On the other hand, spiking neural networks are a biologically plausible implementation of processing in brain circuits, yet they process numeric vectors rather than symbolic data. Unifying these symbolic and sub-symbolic approaches is still a wide and open question, and the Semantic Pointer Architecture (SPA) based on the Vector Symbolic Architecture (VSA) provides a way to manipulate symbols embedded as numeric vectors that carry semantic information. In this paper, as a step towards filling the symbolic/numerical gap, we propose to map an ontology onto a SPA-based architecture with a preliminary partial implementation into spiking neural networks. More specifically, we focus on ontology standards used in the semantic web such as Resource Description Framework [Schema] (RDF[S]) and the Web Ontology Language (OWL). We provide a detailed implementation example in the case of specific RDFS entailments based on predicate chaining. To that end, we used the neural simulator Nengo with two associative memories in interaction, the first one storing assertions and the second one storing entailment rules. Reporting interesting formal results, our embedding enjoys intrinsic properties allowing semantic reasoning through distributed numerical computing. This original preliminary work thus combines symbolic and numerical approaches for cognitive modeling, which might be useful to model some complex human tasks such as ill-defined problem-solving, involving neuronal knowledge manipulation.
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Keyword:
[INFO]Computer Science [cs]; [SCCO]Cognitive science; Neural Engineering Framework; Neurosymbolism; Ontology; Resource Description Framework; Semantic Pointer Architecture; Vector Symbolic Architecture
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URL: https://hal.inria.fr/hal-03360307
https://hal.inria.fr/hal-03360307v3/document
https://hal.inria.fr/hal-03360307v3/file/AIDE_KRHCAI_KR_2021.pdf
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| 39 |
Spatial Relations Trigger Visual Binding of People
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In: ISSN: 0898-929X ; EISSN: 1530-8898 ; Journal of Cognitive Neuroscience ; https://hal.archives-ouvertes.fr/hal-03514186 ; Journal of Cognitive Neuroscience, Massachusetts Institute of Technology Press (MIT Press), 2021, 33 (7), pp.1343-1353. ⟨10.1162/jocn_a_01724⟩ (2021)
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| 40 |
Audience design in collaborative dialogue between teachers and students
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In: ISSN: 1532-6950 ; Discourse Processes ; https://hal.univ-lille.fr/hal-03295447 ; Discourse Processes, 2021, Discourse Processes (2021)
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