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Stochastic computing
Known as:
Stochastic calculator
, Stochastic decoding
Stochastic computing is a collection of techniques that represent continuous values by streams of random bits. Complex computations can then be…
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Related topics
Related topics
18 relations
Adder (electronics)
Analog computer
Arithmetic logic unit
Belief propagation
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Broader (1)
History of computing hardware
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Stochastic Computing: An Introduction
M. Sadiku
,
E. Awada
,
S. Musa
2019
Corpus ID: 213945950
Stochastic Computing (SC) essentially represents numbers as streams of random bits and reconstructs numbers by calculating…
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2017
2017
On the Robustness of Stochastic Bayesian Machines
A. Coelho
,
Raphaël Laurent
,
+5 authors
R. Velazco
IEEE Transactions on Nuclear Science
2017
Corpus ID: 36774816
This paper revisits the stochastic computing paradigm as a way to implement architectures dedicated to probabilistic inference…
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2013
2013
Robust and Energy Efficient Multimedia Systems via Likelihood Processing
R. Abdallah
,
Naresh R Shanbhag
IEEE transactions on multimedia
2013
Corpus ID: 5942317
This paper presents likelihood processing (LP) for designing robust and energy-efficient multimedia systems in the presence of…
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2012
2012
Asynchronous Stochastic Decoding of Low-Density Parity-Check Codes
N. Onizawa
,
V. Gaudet
,
T. Hanyu
,
W. Gross
IEEE International Symposium on Multiple-Valued…
2012
Corpus ID: 206989523
This paper presents an asynchronous scheduling algorithm for high-throughput stochastic low-density parity-check (LDPC) decoders…
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Review
2011
Review
2011
Stochastic Computing
J. Sartori
,
Rakesh Kumar
Foundations and Trends® in Electronic Design…
2011
Corpus ID: 34455386
As device sizes shrink, manufacturing challenges at the device level are resulting in increased variability in physical circuit…
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2011
2011
ProbPoly: a probabilistic inductive logic programming framework with application in model checking
Calin-Rares Turliuc
MALETS '11
2011
Corpus ID: 15514574
We propose a novel framework for Probabilistic Inductive Logic Programming (PILP), called ProbPoly, in the context of Stochastic…
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2011
2011
A Markov chain model for Edge Memories in stochastic decoding of LDPC codes
Kuo-Lun Huang
,
V. Gaudet
,
M. Salehi
Annual Conference on Information Sciences and…
2011
Corpus ID: 15330876
Stochastic decoding is a recently proposed method for decoding Low-Density Parity-Check (LDPC) codes. Stochastic decoding is…
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2010
2010
Reduced-latency stochastic decoding of LDPC codes over GF(q)
Gabi Sarkis
,
W. Gross
ACM SIGOPS European Workshop
2010
Corpus ID: 42546655
Non-binary LDPC codes have excellent error-correcting performance but have not yet been widely adopted due to the high decoder…
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2009
2009
Stochastic Decoding of LDPC Codes over GF(q)
Gabi Sarkis
,
Shie Mannor
,
W. Gross
IEEE International Conference on Communications
2009
Corpus ID: 47482301
Nonbinary LDPC codes have been shown to outperform currently used codes for magnetic recording and several other channels…
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2009
2009
Stochastic Erasure-Only List Decoding Algorithms for Reed-Solomon Codes
Chang-Ming Lee
,
Y. Su
IEEE Signal Processing Letters
2009
Corpus ID: 17405821
We present a novel stochastic decoding algorithm for Reed-Solomon codes. We apply an iterative Monte Carlo based approach called…
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