Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Library-based Fast Algorithm for Simulating the Hodgkin-Huxley Neuronal
  Networks   We present a modified library-based method for simulating the Hodgkin-Huxley
(HH) neuronal networks. By pre-computing a high resolution data library during
the interval of an action potential (spike), we can avoid evolving the HH
equations during the spike and can use a large time step to raise efficiency.
The library method can stably achieve at most 10 times of speedup compared with
the regular Runge-Kutta method while capturing most statistical properties of
HH neurons like the distribution of spikes which data is widely used in the
statistical analysis like transfer entropy and Granger causality. The idea of
library method can be easily and successfully applied to other HH-type models
like the most prominent \textquotedblleft regular spiking\textquotedblright ,
\textquotedblleft fast spiking\textquotedblright , \textquotedblleft
intrinsically bursting\textquotedblright{} and \textquotedblleft low-threshold
spike\textquotedblright{} types of HH models.

17
The categories of this paper are: q-fin
0
The categories of this paper are: hep-ph
19
The categories of this paper are: eess
13
The categories of this paper are: quant-ph
25
The categories of this paper are: patt-sol
29
The categories of this paper are: funct-an
31
The categories of this paper are: ao-sci
27
The categories of this paper are: comp-gas
6
The categories of this paper are: astro-ph
21
The categories of this paper are: adap-org
12
The categories of this paper are: nucl-th
28
The categories of this paper are: alg-geom
33
The categories of this paper are: plasm-ph
8
The categories of this paper are: hep-ex
18
The categories of this paper are: econ
5
The categories of this paper are: gr-qc