Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Belief Propagation for Error Correcting Codes and Lossy Compression
  Using Multilayer Perceptrons   The belief propagation (BP) based algorithm is investigated as a potential
decoder for both of error correcting codes and lossy compression, which are
based on non-monotonic tree-like multilayer perceptron encoders. We discuss
that whether the BP can give practical algorithms or not in these schemes. The
BP implementations in those kind of fully connected networks unfortunately
shows strong limitation, while the theoretical results seems a bit promising.
Instead, it reveals it might have a rich and complex structure of the solution
space via the BP-based algorithms.

33
The categories of this paper are: plasm-ph
37
The categories of this paper are: supr-con
26
The categories of this paper are: bayes-an
34
The categories of this paper are: chem-ph
24
The categories of this paper are: dg-ga
22
The categories of this paper are: chao-dyn
10
The categories of this paper are: q-bio
30
The categories of this paper are: q-alg
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The categories of this paper are: alg-geom
13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph
29
The categories of this paper are: funct-an
9
The categories of this paper are: nlin
18
The categories of this paper are: econ
11
The categories of this paper are: hep-lat
32
The categories of this paper are: atom-ph