المؤلفون: Hyeji Kim, Yeongmin Lee, Chun-Gi Lyuh

المصدر: ETRI Journal, Vol 46, Iss 5, Pp 817-828 (2024)

مصطلحات موضوعية: low-precision, matrix-vector multiplication, multiformat, utilization, Telecommunication, TK5101-6720, Electronics, TK7800-8360

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1225-6463; https://doaj.org/toc/2233-7326

URL الوصول: https://doaj.org/article/0908f63293204195ba8eabaaddf15ce6

المؤلفون: Ahmed Hasssan, Jian Meng, Anupreetham Anupreetham, Jae-sun Seo

المصدر: Frontiers in Neuroscience, Vol 18 (2024)

مصطلحات موضوعية: spiking neural networks, quantization, pruning, event data, static images, low-precision, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnins.2024.1440000/full; https://doaj.org/toc/1662-453X

URL الوصول: https://doaj.org/article/290c1efba7224ab0bb0d6bd708e3e84f

المؤلفون: Ettefagh, Yasaman, 1989, Rezaei Aghdam, Sina, 1989, Durisi, Giuseppe, 1977, Jacobsson, Sven, 1990, Coldrey, Mikael, 1972, Studer, Christoph

المصدر: Massive MIMO med lågprecisionsomvandlare IEEE Access. 11:56935-56950

مصطلحات موضوعية: Massive MIMO, Antenna arrays, low-precision converters, Transmitting antennas, fronthaul rate constraint, Signal to noise ratio, Finite blocklength, Uplink, multi-user massive multiple-input multiple-output (MIMO), quasi-static scenario, Antennas, Radio frequency

وصف الملف: electronic

URL الوصول: https://research.chalmers.se/publication/536257
https://research.chalmers.se/publication/536257/file/536257_Fulltext.pdf

المؤلفون: Jingxuan Yang, Xiaoqin Wang, Yiying Jiang

المصدر: IEEE Access, Vol 12, Pp 38765-38772 (2024)

مصطلحات موضوعية: Convolutional neural network, quantization, efficient inference, low-precision accumulator, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10445180/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/ede63cc5ab2c4735bfd21a00f50e49f1

المؤلفون: Ao Shen, Zhiquan Lai, Lizhi Zhang

المصدر: Applied Sciences, Vol 14, Iss 21, p 10025 (2024)

مصطلحات موضوعية: low-precision training, quantization noise, matrix computations, training efficiency, accumulation, frequency, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2076-3417/14/21/10025; https://doaj.org/toc/2076-3417

URL الوصول: https://doaj.org/article/f4ef1ca0076647f3a20a60d4f1f249d1

المؤلفون: Ben Ali, Sami, Filip, Silviu-Ioan, Sentieys, Olivier

المساهمون: Architectures matérielles spécialisées pour l’ère post loi-de-Moore (TARAN), Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-ARCHITECTURE (IRISA-D3), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), ANR-18-CE23-0012,AdequateDL,Accélérateurs Approximatifs pour Apprentissage Profond(2018), ANR-21-CE24-0015,RE-TRUSTING,Architectures matérielles fiable pour l'Intelligence Artificielle de confiance(2021), ANR-10-LABX-0007,COMIN Labs,Digital Communication and Information Sciences for the Future Internet(2010), ANR-18-CE25-0017,RAKES,Accélérer le calcul parallèle à l'aide de méthodes de diffusion grâce aux réseaux sur puce hybride radio(2018), ANR-23-PEIA-0010,HOLIGRAIL,HOLIistic approaches to GReener model Architectures for Inference and Learning(2023)

المصدر: DATE 2024 - 27th IEEE/ACM Design, Automation and Test in Europe ; https://hal.science/hal-04380270 ; DATE 2024 - 27th IEEE/ACM Design, Automation and Test in Europe, Mar 2024, Valencia, Spain. pp.1-6

مصطلحات موضوعية: DNN, low-precision MAC unit, stochastic rounding, [INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR], [INFO.INFO-AO]Computer Science [cs]/Computer Arithmetic

جغرافية الموضوع: Valencia, Spain

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2404.14010; ARXIV: 2404.14010

الاتاحة: https://hal.science/hal-04380270
https://hal.science/hal-04380270v3/document
https://hal.science/hal-04380270v3/file/main.pdf

المؤلفون: Klöwer, Milan

المساهمون: Palmer, Timothy, Dueben, Peter

مصطلحات موضوعية: Information theory, Numerical weather forecasting, Predictability, Low-precision arithmetic, Climate modelling, Floating-point arithmetic, Data compression

URL الوصول: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.860122

المؤلفون: Hubrecht, Tom, Desrentes, Orégane, de Dinechin, Florent

المساهمون: Département d'informatique - ENS Paris (DI-ENS), École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS), Systèmes Embarqués audio programmables (EMERAUDE), CITI Centre of Innovation in Telecommunications and Integration of services (CITI), Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre national de création musicale Lyon (GRAME), Centre National de Création Musicale (CNCM)-Centre National de Création Musicale (CNCM)-Inria Lyon, Institut National de Recherche en Informatique et en Automatique (Inria), Kalray, ANR-23-PEIA-0010,HOLIGRAIL,HOLIistic approaches to GReener model Architectures for Inference and Learning(2023)

المصدر: https://inria.hal.science/hal-04776745 ; 2024.

مصطلحات موضوعية: activation function low precision fixed point tanh sigmoid ReLU GELU ELU SiLU softmax, activation function, low precision, fixed point, tanh, sigmoid, ReLU, GELU, ELU, SiLU, softmax, [INFO]Computer Science [cs]

الاتاحة: https://inria.hal.science/hal-04776745
https://inria.hal.science/hal-04776745v1/document
https://inria.hal.science/hal-04776745v1/file/2025-ALPHA.pdf

المؤلفون: Beceiro, Bieito, González-Domínguez, Jorge, Morán-Fernández, Laura, Bolon-Canedo, Veronica, Touriño, Juan

المصدر: Journal of Parallel and Distributed Computing, 190, 104901, (2024-08)

مصطلحات موضوعية: Feature selection, Mutual information, Low precision, Fixed point, CUDA

Relation: https://gitlab.com/bieito/parallel-fst; https://zenodo.org/communities/gac; https://doi.org/10.1016/j.jpdc.2024.104901; oai:zenodo.org:11093996; https://hdl.handle.net/2183/36386

الاتاحة: https://doi.org/10.1016/j.jpdc.2024.104901
https://hdl.handle.net/2183/36386

المؤلفون: Xia, Lu, Massei, Stefano, Hochstenbach, Michiel E., Koren, Barry

المصدر: Xia , L , Massei , S , Hochstenbach , M E & Koren , B 2024 , ' On Stochastic Roundoff Errors in Gradient Descent with Low-Precision Computation ' , Journal of Optimization Theory and Applications , vol. 200 , no. 2 , pp. 634-668 . https://doi.org/10.1007/s10957-023-02345-7

مصطلحات موضوعية: Convergence analysis, Gradient descent method, Logistic regression, Low-precision computation, Neural networks, Stochastic roundoff error analysis

وصف الملف: application/pdf

الاتاحة: https://research.tue.nl/en/publications/0a27afc1-a1e5-4753-a7c0-5dc2633c801b
https://doi.org/10.1007/s10957-023-02345-7
https://pure.tue.nl/ws/files/318894089/s10957-023-02345-7.pdf
http://www.scopus.com/inward/record.url?scp=85180260676&partnerID=8YFLogxK

المؤلفون: Suárez-Marcote, Samuel, Morán-Fernández, Laura, Bolón-Canedo, Verónica

مصطلحات موضوعية: Feature selection, Mutual information, Low precision, Internet of things, Federated learning, Logarithmic division

Relation: info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-109238GB-C22/ES/APRENDIZAJE AUTOMATICO ESCALABLE Y EXPLICABLE; info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2024/TED2021-130599A-I00/ES/ALGORITMOS DE SELECCIÓN DE CARACTERÍSTICAS VERDES Y RÁPIDOS; info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/TSI-100925-2023-1/ES/; https://doi.org/10.1016/j.neucom.2024.128099; http://hdl.handle.net/2183/38025

الاتاحة: http://hdl.handle.net/2183/38025
https://doi.org/10.1016/j.neucom.2024.128099

المؤلفون: Fasi, Massimiliano, 1989, Higham, Nicholas J.

المصدر: SIAM Journal on Matrix Analysis and Applications. 42(1):417-435

مصطلحات موضوعية: test matrix, infinity-norm condition number, HPL-AI Mixed-Precision Benchmark, low-precision arithmetic, LU factorization, Mathematics, Matematik

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-88211
https://doi.org/10.1137/20M1357238

المؤلفون: El Arar, El-Mehdi, Fasi, Massimiliano, Filip, Silviu-Ioan, Mikaitis, Mantas

المساهمون: Architectures matérielles spécialisées pour l’ère post loi-de-Moore (TARAN), Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-ARCHITECTURE (IRISA-D3), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), University of Leeds, Inria Rennes - Bretagne Atlantique, ANR-23-PEIA-0010,HOLIGRAIL,HOLIistic approaches to GReener model Architectures for Inference and Learning(2023)

المصدر: https://hal.science/hal-04665809 ; University of Leeds; Inria Rennes - Bretagne Atlantique. 2024, pp.1-21.

مصطلحات موضوعية: Rounding error analysis, stochastic rounding, low-precision, floating-point arithmetic, inner product, [MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA], [INFO.INFO-AO]Computer Science [cs]/Computer Arithmetic

الاتاحة: https://hal.science/hal-04665809
https://hal.science/hal-04665809v2/document
https://hal.science/hal-04665809v2/file/main.pdf

المؤلفون: Hansson, Olle, Grailootanha, Mahdieh, Gustafsson, Oscar, Nunez-Yanez, Jose Luis

المصدر: APPLIED RECONFIGURABLE COMPUTING. ARCHITECTURES, TOOLS, AND APPLICATIONS, ARC 2024 Lecture Notes in Computer Science. :33-47

مصطلحات موضوعية: Neural Networks, FPGA, GNN, quantization, low precision

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-204379

المؤلفون: Fornt Mas, Jordi, Fontova Muste, Pau, Caro Roca, Martí, Abella Ferrer, Jaume, Moll Echeto, Francisco de Borja, Altet Sanahujes, Josep, Rubio Sola, Jose Antonio

المساهمون: Universitat Politècnica de Catalunya. Doctorat en Enginyeria Electrònica, Universitat Politècnica de Catalunya. Doctorat en Arquitectura de Computadors, Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Barcelona Supercomputing Center, Universitat Politècnica de Catalunya. EFRICS - Efficient and Robust Integrated Circuits and Systems

مصطلحات موضوعية: Àrees temàtiques de la UPC::Enginyeria electrònica::Microelectrònica, Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Reconeixement de formes, Neural networks (Computer science), Pattern recognition systems, Energy consumption, Approximate computing, Object detection, Low-precision, Quantization, Energy-efficient DNN acceleration, Xarxes neuronals (Informàtica), Reconeixement de formes (Informàtica), Energia -- Consum

وصف الملف: 4 p.; application/pdf

Relation: https://ieeexplore.ieee.org/document/10231293; Fornt, J. [et al.]. Energy efficient object detection for automotive applications with YOLOv3 and approximate hardware. A: IEEE International Conference on Nanotechnology. "2023 IEEE 23rd International Conference on Nanotechnology (IEEE-NANO 2023): Jeju, Korea: July 2-5, 2023: proceedings". Institute of Electrical and Electronics Engineers (IEEE), 2023, p. 592-595. ISBN 979-8-3503-3347-3. DOI 10.1109/NANO58406.2023.10231293.; 979-8-3503-3347-3; http://hdl.handle.net/2117/399770

الاتاحة: http://hdl.handle.net/2117/399770
https://doi.org/10.1109/NANO58406.2023.10231293

المؤلفون: Zhongzhi Yu, Yemin Shi

المصدر: IEEE Access, Vol 10, Pp 4063-4071 (2022)

مصطلحات موضوعية: Kernel quantization, network compression, convolutional neural network, low-precision, low-bit, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9672186/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/d607107c553b41d49daca80a0a731f82

المؤلفون: Jose Guivant, Karan Narula, Jonghyuk Kim, Xuesong Li, Subhan Khan

المصدر: Sensors; Volume 23; Issue 14; Pages: 6406

مصطلحات موضوعية: CEKF, compressed Kalman filter, compressed estimation, high dimensional estimation, low precision numerical format, integer precision covariance

وصف الملف: application/pdf

Relation: Intelligent Sensors; https://dx.doi.org/10.3390/s23146406

الاتاحة: https://doi.org/10.3390/s23146406

المؤلفون: Cheng Huang, Jinpeng Li, Zhaohan Cai, Jiadong Yu, Yongjun Xie, Xianglong Mao

المصدر: Photonics; Volume 10; Issue 7; Pages: 768

مصطلحات موضوعية: large-aperture optical system, low-precision primary mirror, freeform compensation, pose compensation, nodal aberration theory

وصف الملف: application/pdf

Relation: https://dx.doi.org/10.3390/photonics10070768

الاتاحة: https://doi.org/10.3390/photonics10070768

المؤلفون: Xichuan Zhou, Yunmo Duan, Rui Ding, Qianchuan Wang, Qi Wang, Jian Qin, Haijun Liu

المصدر: Electronics, Vol 12, Iss 24, p 5043 (2023)

مصطلحات موضوعية: model compression, low-precision network, uniform quantization, non-uniform quantization, bit-weight adjustment, image classification, Electronics, TK7800-8360

Relation: https://www.mdpi.com/2079-9292/12/24/5043; https://doaj.org/toc/2079-9292; https://doaj.org/article/3149ec86ef854c7685f050446addcfca

الاتاحة: https://doi.org/10.3390/electronics12245043
https://doaj.org/article/3149ec86ef854c7685f050446addcfca

المؤلفون: Suárez-Marcote, Samuel, Morán-Fernández, Laura, Bolón-Canedo, Verónica

مصطلحات موضوعية: Feature selection, Mutual Information, Low precision, Wearables, Internet of Things, Edge computing

Relation: info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-109238GB-C22/ES/APRENDIZAJE AUTOMATICO ESCALABLE Y EXPLICABLE; https://doi.org/10.1109/IJCNN55064.2022.9892143; http://hdl.handle.net/2183/40204

الاتاحة: http://hdl.handle.net/2183/40204