Results 1 to 10 of about 28,651,668 (327)
Decomposition Methods for Large Scale LP Decoding [PDF]
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2011 When binary linear error-correcting codes are used over symmetric channels, a relaxed version of the maximum likelihood decoding problem can be stated as a linear program (LP).
Barman, Siddharth +3 more
core +13 more sources
Decoding Methods in Neural Language Generation: A Survey [PDF]
Information, 2021 Neural encoder-decoder models for language generation can be trained to predict words directly from linguistic or non-linguistic inputs. When generating with these so-called end-to-end models, however, the NLG system needs an additional decoding ...
Sina Zarrieß +2 more
semanticscholar +7 more sources
Deep Learning Methods for Improved Decoding of Linear Codes [PDF]
IEEE Journal on Selected Topics in Signal Processing, 2018 The problem of low complexity, close to optimal, channel decoding of linear codes with short to moderate block length is considered. It is shown that deep learning methods can be used to improve a standard belief propagation decoder, despite the large ...
Beery, Yair +5 more
core +4 more sources
Chemical Methods for Encoding and Decoding of Posttranslational Modifications [PDF]
Cell Chemical Biology, 2016 A large array of posttranslational modifications can dramatically change the properties of proteins and influence different aspects of their biological function such as enzymatic activity, binding interactions, and proteostasis. Despite the significant knowledge that has been gained about the function of posttranslational modifications using ...
Kelly N. Chuh +2 more
semanticscholar +6 more sources
Efficient Position Decoding Methods Based on Fluorescence Calcium Imaging in the Mouse Hippocampus. [PDF]
Neural Comput, 2020 Large-scale fluorescence calcium imaging methods have become widely adopted for studies of long-term hippocampal and cortical neuronal dynamics. Pyramidal neurons of the rodent hippocampus show spatial tuning in freely foraging or head-fixed navigation ...
Tu M, Zhao R, Adler A, Gan WB, Chen ZS.
europepmc +2 more sources
Decoding Methods for Neural Narrative Generation [PDF]
Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021), 2020 Narrative generation is an open-ended NLP task in which a model generates a story given a prompt. The task is similar to neural response generation for chatbots; however, innovations in response generation are often not applied to narrative generation ...
Alexandra DeLucia +3 more
semanticscholar +5 more sources
A Comparison of Neural Decoding Methods and Population Coding Across Thalamo-Cortical Head Direction Cells. [PDF]
Front Neural Circuits, 2019 Head direction (HD) cells, which fire action potentials whenever an animal points its head in a particular direction, are thought to subserve the animal’s sense of spatial orientation.
Xu Z +11 more
europepmc +2 more sources
Adaptive Methods for Linear Programming Decoding [PDF]
IEEE Transactions on Information Theory, 2007 Detectability of failures of linear programming (LP) decoding and the potential for improvement by adding new constraints motivate the use of an adaptive approach in selecting the constraints for the underlying LP problem.
Siegel, Paul H., Taghavi, Mohammad H.
core +4 more sources
Decoding methods for neural prostheses: where have we reached? [PDF]
Front Syst Neurosci, 2014 This article reviews advances in decoding methods for brain-machine interfaces (BMIs). Recent work has focused on practical considerations for future clinical deployment of prosthetics. This review is organized by open questions in the field such as what
Li Z.
europepmc +2 more sources
Evaluation of Ambisonics Decoding Methods with Experimental Measurements [PDF]
, 2014 Ambisonics is a sound reproduction technique based on the decomposition of the sound field using spherical harmonics. The truncation in the number of coefficients used to recreate the sound field leads to reproduction artifacts which depend on the frequency and the listener spatial location.
D. M. Gómez, F. Fazi, Mincheol Shin
semanticscholar +4 more sources