Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Applying the Residue Number System to Network Inference   This work explores the lesser studied objective of optimizing the
multiply-and-accumulates executed during evaluation of the network. In
particular, we propose using the Residue Number System (RNS) as the internal
number representation across all layer evaluations, allowing us to explore
usage of the more power-efficient RNS multipliers and adders. Using results
from simulation of our RNS arithmetic block implementations, we show
theoretical power advantages of using RNS for an end-to-end evaluator.

37
The categories of this paper are: supr-con
6
The categories of this paper are: astro-ph
16
The categories of this paper are: stat
27
The categories of this paper are: comp-gas
20
The categories of this paper are: acc-phys
22
The categories of this paper are: chao-dyn
7
The categories of this paper are: hep-th
29
The categories of this paper are: funct-an
9
The categories of this paper are: nlin
4
The categories of this paper are: cond-mat
14
The categories of this paper are: math-ph
12
The categories of this paper are: nucl-th
33
The categories of this paper are: plasm-ph
0
The categories of this paper are: hep-ph
8
The categories of this paper are: hep-ex
26
The categories of this paper are: bayes-an