ArticleFrontiers in computational neuroscience2018
A Neurobiologically Constrained Cortex Model of Semantic Grounding With Spiking Neurons and Brain-Like Connectivity.
Article in Frontiers in computational neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- What is so hard about abstract words, anyways? A neuromechanistic explanation using brain-constrained neural network models.Cognitive neurodynamics · 2026Article
- A brain-constrained neural model of cognition and language with NEST: transitioning from the Felix framework.Cognitive neurodynamics · 2026Article
- Article
- From Spontaneous Ignitions to Sensorimotor Cell Assemblies via Dopamine: A Spiking Neurocomputational Model of Infants' Hand Action Acquisition.Brain sciences · 2026Article
- From cortical and white matter structure to meaning: a brain-constrained neural network of semantic grounding in action and perception.Frontiers in human neuroscience · 2026Article
- Indirect experiential grounding: semantic similarity of abstract scientific concepts is reflected in activity patterns in visual and motor cortex.Scientific reports · 2025Article
- Differences in spatiotemporal dynamics for processing specific semantic categories: An EEG study.Scientific reports · 2024Article
- On the ability of standard and brain-constrained deep neural networks to support cognitive superposition: a position paper.Cognitive neurodynamics · 2024Article
- Causal Influence of Linguistic Learning on Perceptual and Conceptual Processing: A Brain-Constrained Deep Neural Network Study of Proper Names and Category Terms.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- The digital twin in neuroscience: from theory to tailored therapy.Frontiers in neuroscience · 2024Article
- The Neural Correlates of Embodied L2 Learning: Does Embodied L2 Verb Learning Affect Representation and Retention?Neurobiology of language (Cambridge, Mass.) · 2024Article
- Neurobiological Causal Models of Language Processing.Neurobiology of language (Cambridge, Mass.) · 2024Article
- Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch.Frontiers in neuroinformatics · 2024Article
- Breakdown of category-specific word representations in a brain-constrained neurocomputational model of semantic dementia.Scientific reports · 2023Article
- Neurobiological mechanisms for language, symbols and concepts: Clues from brain-constrained deep neural networks.Progress in neurobiology · 2023Review
- Sharing Perceptual Experiences through Language.Journal of Intelligence · 2023Article
- Brain-constrained neural modeling explains fast mapping of words to meaning.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- The fractal brain: scale-invariance in structure and dynamics.Cerebral cortex (New York, N.Y. : 1991) · 2023Review
- 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 · 2023Article
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Authors and funding
4 authors.
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Abstract
One of the most controversial debates in cognitive neuroscience concerns the cortical locus of semantic knowledge and processing in the human brain. Experimental data revealed the existence of various cortical regions relevant for meaning processing, ranging from semantic hubs generally involved in semantic processing to modality-preferential sensorimotor areas involved in the processing of specific conceptual categories.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.