A computational perspective of the role of Thalamus in cognition

03/02/2018
by   Nima Dehghani, et al.
0

Thalamus has traditionally been considered as only a relay source of cortical inputs, with hierarchically organized cortical circuits serially transforming thalamic signals to cognitively-relevant representations. Given the absence of local excitatory connections within the thalamus, the notion of thalamic `relay' seemed like a reasonable description over the last several decades. Recent advances in experimental approaches and theory provide a broader perspective on the role of the thalamus in cognitively-relevant cortical computations, and suggest that only a subset of thalamic circuit motifs fit the relay description. Here, we discuss this perspective and highlight the potential role for the thalamus in dynamic selection of cortical representations through a combination of intrinsic thalamic computations and output signals that change cortical network functional parameters. We suggest that through the contextual modulation of cortical computation, thalamus and cortex jointly optimize the information/cost tradeoff in an emergent fashion. We emphasize that coordinated experimental and theoretical efforts will provide a path to understanding the role of the thalamus in cognition, along with an understanding to augment cognitive capacity in health and disease.

READ FULL TEXT

page 2

page 6

page 9

page 10

page 13

research
03/14/2023

Cooperative Jamming and Relay Selection for Covert Communications

This paper investigates the covert communications via cooperative jammin...
research
10/21/2021

Physical Layer Security in Relay Networks with Outdated Relay Selection

In this paper, the secrecy performance of a cooperative relay network wi...
research
01/03/2023

Detecting Information Relays in Deep Neural Networks

Deep learning of artificial neural networks (ANNs) is creating highly fu...
research
01/03/2018

The Capacity on Degraded Relay Broadcast Channel

The relay broadcast channel (RBC) is considered, in which a transmitter ...
research
10/09/2020

An Overview on Multiway Relay Communications: Fundamental Issues, Recent Advances, and New Challenges

To address the coverage and capacity challenges in fifth-generation (5G)...
research
08/25/2019

Novel Relay Selection Algorithms for Machine-to-Machine Communications with a Static RF Interface Usage

The appropriate relay selection method can improve the performance of de...
research
01/09/2020

Best Relay Selection in Gaussian Half-Duplex Diamond Networks

This paper considers Gaussian half-duplex diamond n-relay networks, wher...

Please sign up or login with your details

Forgot password? Click here to reset