Top-down control of neural dynamics

Organizers

Aitor Morales-Gregorio | Charles University, Prague, Czech Republic
Anno Christopher KurthRIKEN Center for Brain Science, Japan

Abstract

The mammalian cerebral cortex can be subdivided into multiple areas on both anatomical and functional grounds. These areas are organized into multiple parallel pathways integrating information along various streams which ultimately underlies brain function as a whole. Top-down control of areas from regions that are located higher in the cortical hierarchy can have a profound impact on cortical dynamics. This may for example take the form of altering network states via selective activation of sub-networks, the expansion of dimensionality of neural activity, the modulation of ON-OFF dynamics by selective attention, or the modulation of timescales, facilitating context dependent information processing. In the workshop we want to bring together findings from experimental studies and computational modeling to discuss the role of as well as the mechanisms behind top-down control of neural dynamics.

Schedule (CEST)

Monday, Sept 29

14:00

Aitor Morales-Gregorio, Anno Kurth | Charles University, Czech Republic / RIKEN Center for Brain Science, Japan
Introduction to workshop

14:30

Tatiana Engel | Princeton University, USA
Cortical state dynamics and visual representations in the inferotemporal cortex

15:00

Joao Barbosa | Neuromodulation Institute Paris, France
Flexible behavior through distributed computations

15:30

Georgia Gregoriou | University of Crete, Greece
The role of prefrontal cortex in shaping visual cortex neural dynamics during selection of targets and filtering of distractors

16:00

Coffee break

16:30

Mashbayar Tugsbayar | McGill University, Montreal, Canada
Top-down feedback in deep models of the audiovisual system

17:00

Serena di Santo | University of Granada, Spain
A data-driven toy model of mouse visual cortex explains how feedback and feedforward inputs give rise to different forms of contextual modulation

17:30

Fabio Veneto | Technical University Munich, Germany
Top-down modulation shapes cortical dynamics timescales

18:00

Andrew B.K. Lehr | University of Göttingen, Germany
The dynamic control of neural manifolds

Tuesday, Sept 30

8:30

Georgia Bastos | University Hospital Bonn, Germany
Top-down control of visual context processing

9:00

Katharina Wilmes | University of Bern, Switzerland
Top-down predictions for perception and learning in uncertainty

9:30

Toshitake Asabuki | RIKEN Center for Brain Science, Japan
Contextually-gated predictive learning in recurrent networks prevents catastrophic forgetting

10:00

Coffee break

10:30

Valentin Dragoi | Rice University, Houston, USA
Cortical feedback circuits for visual perception

11:00

Caroline Haimerl | Champalimaud Foundation, Lisbon, Portugal
From action to abstraction: learning representations for top-down control in goal-directed agents

11:30

Arvind Kumar | KTH Royal Institute of Technology, Stockholm, Sweden
Top-down control of neural activity sequences in spatially connected neuronal networks

12:00

Discussion