Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A model of cortical cognitive function using hierarchical interactions
  of gating matrices in internal agents coding relational representations   Flexible cognition requires the ability to rapidly detect systematic
functions of variables and guide future behavior based on predictions. The
model described here proposes a potential framework for patterns of neural
activity to detect systematic functions and relations between components of
sensory input and apply them in a predictive manner. This model includes
multiple internal gating agents that operate within the state space of neural
activity, in analogy to external agents behaving in the external environment.
The multiple internal gating agents represent patterns of neural activity that
detect and gate patterns of matrix connectivity representing the relations
between different neural populations. The patterns of gating matrix
connectivity represent functions that can be used to predict future components
of a series of sensory inputs or the relationship between different features of
a static sensory stimulus. The model is applied to the prediction of dynamical
trajectories, the internal relationship between features of different sensory
stimuli and to the prediction of affine transformations that could be useful
for solving cognitive tasks such as the Ravens progressive matrices task.

34
The categories of this paper are: chem-ph
36
The categories of this paper are: cmp-lg
24
The categories of this paper are: dg-ga
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
19
The categories of this paper are: eess
1
The categories of this paper are: cs
14
The categories of this paper are: math-ph
17
The categories of this paper are: q-fin
9
The categories of this paper are: nlin
18
The categories of this paper are: econ
25
The categories of this paper are: patt-sol
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
21
The categories of this paper are: adap-org
4
The categories of this paper are: cond-mat