HackerPapers

arXiv:1202.4495cs.CV

Stochastic-Based Pattern Recognition Analysis

V. Canals, A. Morro, J. L. Rosselló

Early discovery. Linked by one identifiable commenter. This paper is outside the main ranking; a mention is not an endorsement.

Abstract

In this work we review the basic principles of stochastic logic and propose its application to probabilistic-based pattern-recognition analysis. The proposed technique is intrinsically a parallel comparison of input data to various pre-stored categories using Bayesian techniques. We design smart pulse-based stochastic-logic blocks to provide an efficient pattern recognition analysis. The proposed rchitecture is applied to a specific navigation problem. The resulting system is orders of magnitude faster than processor-based solutions.

arXiv comments
Journal reference
Published in Pattern Recognition Letters in 2010
DOI
doi:10.1016/j.patrec.2010.07.008
Subjects
cs.CVComputer Vision and Pattern Recognition

On Hacker News

Linked by 1 identifiable commenter in 1 comment across 1 thread, from Feb 2012 to Feb 2012.

Comments linking this paper, per year.

Discussed in comments1 thread

  1. Stochastic Pattern Recognition Dramatically Outperforms Conventional Techniques 1 comment

    • Wow, that's poor reporting. Stochastic Pattern Recognition can be useful, but that article misrepresents the advantages. Just read the paper arxiv.org/abs/1202.4495 if you want to understand what this is about.

      onemoreactView on HNParent context

Submitted to Hacker News

Connected through shared HN threads, not inferred similarity or a recommendation.