Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Binding events through the mutual synchronization of spintronic
  nano-neurons   The brain naturally binds events from different sources in unique concepts.
It is hypothesized that this process occurs through the transient mutual
synchronization of neurons located in different regions of the brain when the
stimulus is presented. This mechanism of binding through synchronization can be
directly implemented in neural networks composed of coupled oscillators. To do
so, the oscillators must be able to mutually synchronize for the range of
inputs corresponding to a single class, and otherwise remain desynchronized.
Here we show that the outstanding ability of spintronic nano-oscillators to
mutually synchronize and the possibility to precisely control the occurrence of
mutual synchronization by tuning the oscillator frequencies over wide ranges
allows pattern recognition. We demonstrate experimentally on a simple task that
three spintronic nano-oscillators can bind consecutive events and thus
recognize and distinguish temporal sequences. This work is a step forward in
the construction of neural networks that exploit the non-linear dynamic
properties of their components to perform brain-inspired computations.

27
The categories of this paper are: comp-gas
19
The categories of this paper are: eess
23
The categories of this paper are: solv-int
26
The categories of this paper are: bayes-an
37
The categories of this paper are: supr-con
4
The categories of this paper are: cond-mat
33
The categories of this paper are: plasm-ph
24
The categories of this paper are: dg-ga
11
The categories of this paper are: hep-lat
31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
8
The categories of this paper are: hep-ex
14
The categories of this paper are: math-ph
34
The categories of this paper are: chem-ph
18
The categories of this paper are: econ
29
The categories of this paper are: funct-an