Matches in SemOpenAlex for { <https://semopenalex.org/work/W2085272471> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2085272471 abstract "The feasible implementation of signal processing techniques on hearing aids is constrained by the finite precision required to represent numbers and by the limited number of instructions per second to implement the algorithms on the digital signal processor the hearing aid is based on. This adversely limits the design of a neural network-based classifier embedded in the hearing aid. Aiming at helping the processor achieve accurate enough results, and in the effort of reducing the number of instructions per second, this paper focuses on exploring (1) the most appropriate quantization scheme and (2) the most adequate approximations for the activation function. The experimental work proves that the quantized, approximated, neural network-based classifier achieves the same efficiency as that reached by exact networks (without these approximations), but, this is the crucial point, with the added advantage of extremely reducing the computational cost on the digital signal processor." @default.
- W2085272471 created "2016-06-24" @default.
- W2085272471 creator A5034678826 @default.
- W2085272471 creator A5040465945 @default.
- W2085272471 creator A5043221587 @default.
- W2085272471 creator A5063647831 @default.
- W2085272471 creator A5069875815 @default.
- W2085272471 date "2009-10-28" @default.
- W2085272471 modified "2023-10-14" @default.
- W2085272471 title "Analysis of the Effects of Finite Precision in Neural Network-Based Sound Classifiers for Digital Hearing Aids" @default.
- W2085272471 cites W2020673835 @default.
- W2085272471 cites W2069849789 @default.
- W2085272471 cites W2115717467 @default.
- W2085272471 cites W2153811331 @default.
- W2085272471 cites W2157252316 @default.
- W2085272471 doi "https://doi.org/10.1155/2009/456945" @default.
- W2085272471 hasPublicationYear "2009" @default.
- W2085272471 type Work @default.
- W2085272471 sameAs 2085272471 @default.
- W2085272471 citedByCount "11" @default.
- W2085272471 countsByYear W20852724712012 @default.
- W2085272471 countsByYear W20852724712014 @default.
- W2085272471 countsByYear W20852724712015 @default.
- W2085272471 countsByYear W20852724712016 @default.
- W2085272471 countsByYear W20852724712017 @default.
- W2085272471 countsByYear W20852724712021 @default.
- W2085272471 countsByYear W20852724712023 @default.
- W2085272471 crossrefType "journal-article" @default.
- W2085272471 hasAuthorship W2085272471A5034678826 @default.
- W2085272471 hasAuthorship W2085272471A5040465945 @default.
- W2085272471 hasAuthorship W2085272471A5043221587 @default.
- W2085272471 hasAuthorship W2085272471A5063647831 @default.
- W2085272471 hasAuthorship W2085272471A5069875815 @default.
- W2085272471 hasBestOaLocation W20852724711 @default.
- W2085272471 hasConcept C104267543 @default.
- W2085272471 hasConcept C113775141 @default.
- W2085272471 hasConcept C11413529 @default.
- W2085272471 hasConcept C119599485 @default.
- W2085272471 hasConcept C127413603 @default.
- W2085272471 hasConcept C154945302 @default.
- W2085272471 hasConcept C161611012 @default.
- W2085272471 hasConcept C2780801066 @default.
- W2085272471 hasConcept C28490314 @default.
- W2085272471 hasConcept C28855332 @default.
- W2085272471 hasConcept C41008148 @default.
- W2085272471 hasConcept C50644808 @default.
- W2085272471 hasConcept C84462506 @default.
- W2085272471 hasConcept C9390403 @default.
- W2085272471 hasConcept C95623464 @default.
- W2085272471 hasConceptScore W2085272471C104267543 @default.
- W2085272471 hasConceptScore W2085272471C113775141 @default.
- W2085272471 hasConceptScore W2085272471C11413529 @default.
- W2085272471 hasConceptScore W2085272471C119599485 @default.
- W2085272471 hasConceptScore W2085272471C127413603 @default.
- W2085272471 hasConceptScore W2085272471C154945302 @default.
- W2085272471 hasConceptScore W2085272471C161611012 @default.
- W2085272471 hasConceptScore W2085272471C2780801066 @default.
- W2085272471 hasConceptScore W2085272471C28490314 @default.
- W2085272471 hasConceptScore W2085272471C28855332 @default.
- W2085272471 hasConceptScore W2085272471C41008148 @default.
- W2085272471 hasConceptScore W2085272471C50644808 @default.
- W2085272471 hasConceptScore W2085272471C84462506 @default.
- W2085272471 hasConceptScore W2085272471C9390403 @default.
- W2085272471 hasConceptScore W2085272471C95623464 @default.
- W2085272471 hasIssue "1" @default.
- W2085272471 hasLocation W20852724711 @default.
- W2085272471 hasLocation W20852724712 @default.
- W2085272471 hasOpenAccess W2085272471 @default.
- W2085272471 hasPrimaryLocation W20852724711 @default.
- W2085272471 hasRelatedWork W1556380390 @default.
- W2085272471 hasRelatedWork W2025888169 @default.
- W2085272471 hasRelatedWork W2106994312 @default.
- W2085272471 hasRelatedWork W2110584921 @default.
- W2085272471 hasRelatedWork W2121427759 @default.
- W2085272471 hasRelatedWork W2159637707 @default.
- W2085272471 hasRelatedWork W2364243492 @default.
- W2085272471 hasRelatedWork W3046283466 @default.
- W2085272471 hasRelatedWork W379615947 @default.
- W2085272471 hasRelatedWork W4317418791 @default.
- W2085272471 hasVolume "2009" @default.
- W2085272471 isParatext "false" @default.
- W2085272471 isRetracted "false" @default.
- W2085272471 magId "2085272471" @default.
- W2085272471 workType "article" @default.