Hierarchical organization of the human ventral visual streams revealed with magnetoencephalography

Author:

Rolls Edmund T123ORCID,Deco Gustavo4567,Zhang Yi3,Feng Jianfeng23

Affiliation:

1. Oxford Centre for Computational Neuroscience , Oxford , United Kingdom

2. Department of Computer Science, University of Warwick , Coventry CV4 7AL , United Kingdom

3. Institute of Science and Technology for Brain Inspired Intelligence, Fudan University , Shanghai 200403 , China

4. Center for Brain and Cognition , Computational Neuroscience Group, Department of Information and Communication Technologies, , Roc Boronat 138, Barcelona 08018 , Spain

5. Universitat Pompeu Fabra , Computational Neuroscience Group, Department of Information and Communication Technologies, , Roc Boronat 138, Barcelona 08018 , Spain

6. Brain and Cognition, Pompeu Fabra University , Barcelona 08018 , Spain

7. Institució Catalana de la Recerca i Estudis Avançats (ICREA), Universitat Pompeu Fabra , Passeig Lluís Companys 23, Barcelona 08010 , Spain

Abstract

AbstractThe hierarchical organization between 25 ventral stream visual cortical regions and 180 cortical regions was measured with magnetoencephalography using the Human Connectome Project Multimodal Parcellation atlas in 83 Human Connectome Project participants performing a visual memory task. The aim was to reveal the hierarchical organization using a whole-brain model based on generative effective connectivity with this fast neuroimaging method. V1–V4 formed a first group of interconnected regions. Especially V4 had connectivity to a ventrolateral visual stream: V8, the fusiform face cortex, and posterior inferior temporal cortex PIT. These regions in turn had effectivity connectivity to inferior temporal cortex visual regions TE2p and TE1p. TE2p and TE1p then have connectivity to anterior temporal lobe regions TE1a, TE1m, TE2a, and TGv, which are multimodal. In a ventromedial visual stream, V1–V4 connect to ventromedial regions VMV1–3 and VVC. VMV1–3 and VVC connect to the medial parahippocampal gyrus PHA1–3, which, with the VMV regions, include the parahippocampal scene area. The medial parahippocampal PHA1–3 regions have connectivity to the hippocampal system regions the perirhinal cortex, entorhinal cortex, and hippocampus. These effective connectivities of two ventral visual cortical streams measured with magnetoencephalography provide support to the hierarchical organization of brain systems measured with fMRI, and new evidence on directionality.

Funder

National Key Research and Development Program of China

111 Project

Shanghai Municipal Science and Technology Major Project

ZJLab

Shanghai Center for Brain Science and Brain-Inspired Technology

Spanish National Research Project

Spanish Ministry of Science, Innovation and Universities

State Research Agency

HBP SGA3 Human Brain Project Specific Grant Agreement 3

SGR Research Support Group support

Catalan Agency for Management of University and Research Grants

Neurotwin Digital twins for model-driven non-invasive electrical brain stimulation

euSNN European School of Network Neuroscience

CECH The Emerging Human Brain Cluster

Fundacio La Marato TV3

Publisher

Oxford University Press (OUP)

Subject

Cellular and Molecular Neuroscience,Cognitive Neuroscience

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