ArticleNeuroImage2017
Linking canonical microcircuits and neuronal activity: Dynamic causal modelling of laminar recordings.
Article in NeuroImage, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
- Sleep deprivation impairs ventral hippocampus-medial prefrontal connectivity and task learning in rats.iScience · 2026Article
- Categorization is 'baked' into the brain.Nature reviews. Neuroscience · 2026Review
- Topographic Variation in Human Neurotransmitter Receptor Densities Explains Differences in Intracranial EEG Spectra.Human brain mapping · 2025Article
- Interictal discharges spread along local recurrent networks between tubers and surrounding cortex.The Journal of physiology · 2025Article
- Inferring laminar origins of MEG signals with optically pumped magnetometers (OPMs): A simulation study.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- [A study on the effects of learning on the properties of rats hippocampal-prefrontal connections in a memory task].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2024Article
- The Many Roles of Precision in Action.Entropy (Basel, Switzerland) · 2024Review
- Review
- Neuronal Modeling of Cross-Sensory Visual Evoked Magnetoencephalography Responses in the Auditory Cortex.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Neuronal modeling of magnetoencephalography responses in auditory cortex to auditory and visual stimuli.bioRxiv : the preprint server for biology · 2024Article
- Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference.PLoS computational biology · 2024Article
- Agranular frontal cortical microcircuit underlying cognitive control in macaques.Frontiers in neural circuits · 2024Review
- Cortical origin of theta error signals.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Electrophysiology of Laminar Cortical Activity in the Common Marmoset.Journal of visualized experiments : JoVE · 2023Article
- Cytoelectric coupling: Electric fields sculpt neural activity and "tune" the brain's infrastructure.Progress in neurobiology · 2023Article
- Neurophysiological consequences of synapse loss in progressive supranuclear palsy.Brain : a journal of neurology · 2023Article
- A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings.NeuroImage · 2023Article
- Computational Modeling of Oddball Sequence Processing Exposes Common and Differential Auditory Network Changes in First-Episode Schizophrenia-Spectrum Disorders and Schizophrenia.Schizophrenia bulletin · 2023Article
- Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex.PLoS computational biology · 2022Article
- Resolving the mesoscopic missing link: Biophysical modeling of EEG from cortical columns in primates.NeuroImage · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Neural models describe brain activity at different scales, ranging from single cells to whole brain networks. Here, we attempt to reconcile models operating at the microscopic (compartmental) and mesoscopic (neural mass) scales to analyse data from microelectrode recordings of intralaminar neural activity. Although these two classes of models operate at different scales, it is relatively straightforward to create neural mass models of ensemble activity that are equipped with priors obtained after fitting data generated by detailed microscopic models. This provides generative (forward) models of measured neuronal responses that retain construct validity in relation to compartmental models. We illustrate our approach using cross spectral responses obtained from V1 during a visual perception paradigm that involved optogenetic manipulation of the basal forebrain. We find that the resulting neural mass model can distinguish between activity in distinct cortical layers - both with and without optogenetic activation - and that cholinergic input appears to enhance (disinhibit) superficial layer activity relative to deep layers. This is particularly interesting from the perspective of predictive coding, where neuromodulators are thought to boost prediction errors that ascend the cortical hierarchy.
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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.