Thalamocortical interactions shape hierarchical neural variability during stimulus perception
Adrià Tauste Campo,
Antonio Zainos,
Yuriria Vázquez,
Raul Adell Segarra,
Manuel Álvarez,
Gustavo Deco,
Héctor Díaz,
Sergio Parra,
Ranulfo Romo,
Román Rossi-Pool
Affiliations
Adrià Tauste Campo
Computational Biology and Complex Systems group, Department of Physics, Universitat Politècnica de Catalunya, Avinguda Dr. Marañón, 44-50, 08028 Barcelona, Catalonia, Spain; Corresponding author
Antonio Zainos
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
Yuriria Vázquez
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
Raul Adell Segarra
Computational Biology and Complex Systems group, Department of Physics, Universitat Politècnica de Catalunya, Avinguda Dr. Marañón, 44-50, 08028 Barcelona, Catalonia, Spain
Manuel Álvarez
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
Gustavo Deco
Center for Brain and Cognition (CBC), Department of Information Technologies and Communications (DTIC), Pompeu Fabra University, Edifici Mercè Rodoreda, Carrer Trias I Fargas 25-27, 08005 Barcelona, Catalonia, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluis Companys 23, 08010 Barcelona, Catalonia, Spain
Héctor Díaz
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
Sergio Parra
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
Ranulfo Romo
El Colegio Nacional, Mexico City 06020, Mexico; Corresponding author
Román Rossi-Pool
Instituto de Fisiología Celular–Neurociencias, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico; Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico; Corresponding author
Summary: The brain is organized hierarchically to process sensory signals. But, how do functional connections within and across areas contribute to this hierarchical order? We addressed this problem in the thalamocortical network, while monkeys detected vibrotactile stimulus. During this task, we quantified neural variability and directed functional connectivity in simultaneously recorded neurons sharing the cutaneous receptive field within and across VPL and areas 3b and 1. Before stimulus onset, VPL and area 3b exhibited similar fast dynamics while area 1 showed slower timescales. During the stimulus presence, inter-trial neural variability increased along the network VPL-3b-1 while VPL established two main feedforward pathways with areas 3b and 1 to process the stimulus. This lower variability of VPL and area 3b was found to regulate feedforward thalamocortical pathways. Instead, intra-cortical interactions were only anticipated by higher intrinsic timescales in area 1. Overall, our results provide evidence of hierarchical functional roles along the thalamocortical network.