المؤلفون: Ranawaka, Piyumal, 1991, Azhar, Muhammad Waqar, 1986, Stenström, Per, 1957

المصدر: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024. :126-137

مصطلحات موضوعية: On-chip Memory Management, Loop Re-Order, Energy Efficient DNN Acceleration, Reuse Distance, Loop Blocking, DNN acceleration

URL الوصول: https://research.chalmers.se/publication/542156

المؤلفون: Jung, Victor J.B., Burrello, Alessio, Scherer, Moritz, id_orcid:0 000-0002-2762-2307, Conti, Francesco, id_orcid:0 000-0002-7924-933X, Benini, Luca, id_orcid:0 000-0001-8068-3806

المصدر: IEEE Transactions on Computers

مصطلحات موضوعية: Deep Neural Networks, Transformers, Micro-Controller Units, Edge Computing, DNN Acceleration

وصف الملف: application/application/pdf

Relation: info:eu-repo/grantAgreement/SBFI/HE/101095947; http://hdl.handle.net/20.500.11850/713975

الاتاحة: https://hdl.handle.net/20.500.11850/713975
https://doi.org/10.3929/ethz-b-000713975

المؤلفون: Giovannesi, Luca, Mattia, Gabriele Proietti, Beraldi, Roberto

المساهمون: Giovannesi, Luca, Mattia, Gabriele Proietti, Beraldi, Roberto

مصطلحات موضوعية: Deep neural network, DNN acceleration, DNN compression, Edge computing

Relation: volume:20; numberofpages:4; journal:SOFTWARE IMPACTS; https://hdl.handle.net/11573/1709792; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85190130370

الاتاحة: https://hdl.handle.net/11573/1709792
https://doi.org/10.1016/j.simpa.2024.100641

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: Giovannesi, Luca, Proietti Mattia, Gabriele, Beraldi, Roberto

المساهمون: Giovannesi, Luca, Proietti Mattia, Gabriele, Beraldi, Roberto

مصطلحات موضوعية: Deep Neural Network, DNN Acceleration, DNN Compression, Edge Computing

Relation: info:eu-repo/semantics/altIdentifier/isbn/9783031579301; info:eu-repo/semantics/altIdentifier/isbn/9783031579318; ispartofbook:Advanced Information Networking and Applications. AINA 2024.; International Conference on Advanced Information Networking and Applications (was ICOIN); volume:203; firstpage:57; lastpage:68; numberofpages:12; serie:LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES; https://hdl.handle.net/11573/1709793; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85191515985

الاتاحة: https://hdl.handle.net/11573/1709793
https://doi.org/10.1007/978-3-031-57931-8_6

المؤلفون: Burrello, Alessio, Garofalo, Angelo, Bruschi, Nazareno, Tagliavini, Giuseppe, Rossi, Davide, Conti, Francesco

المساهمون: Burrello, Alessio, Garofalo, Angelo, Bruschi, Nazareno, Tagliavini, Giuseppe, Rossi, Davide, Conti, Francesco

مصطلحات موضوعية: Deep neural networks, IoT, edge computing, DNN acceleration

وصف الملف: STAMPA

Relation: info:eu-repo/semantics/altIdentifier/wos/WOS:000671513900010; volume:70; issue:8; firstpage:1253; lastpage:1268; numberofpages:16; journal:IEEE TRANSACTIONS ON COMPUTERS; info:eu-repo/grantAgreement/EC/H2020/863337, 732631; http://hdl.handle.net/11585/846999; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85103250570; https://ieeexplore.ieee.org/document/9381618

الاتاحة: http://hdl.handle.net/11585/846999
https://doi.org/10.1109/TC.2021.3066883
https://ieeexplore.ieee.org/document/9381618

المؤلفون: Huang, Guyue, Wang, Zhengyang, Tsai, Po-An, Zhang, Chen, Ding, Yufei, Xie, Yuan

مصطلحات موضوعية: GPU, DNN Acceleration, Sparse Tensor Core

Relation: https://repository.hkust.edu.hk/ir/Record/1783.1-136616; Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2023, October 2023, p. 338-352; https://doi.org/10.1145/3613424.3623775; http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2023&rft.spage=338&rft.aulast=Huang&rft.aufirst=&rft.atitle=RM-STC%3A+Row-Merge+Dataflow+Inspired+GPU+Sparse+Tensor+Core+for+Energy-Efficient+Sparse+Acceleration&rft.title=56TH+IEEE%2FACM+INTERNATIONAL+SYMPOSIUM+ON+MICROARCHITECTURE,+MICRO+2023; http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001164081800024; http://www.scopus.com/record/display.url?eid=2-s2.0-85183462422&origin=inward

الاتاحة: https://repository.hkust.edu.hk/ir/Record/1783.1-136616
https://doi.org/10.1145/3613424.3623775
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2023&rft.spage=338&rft.aulast=Huang&rft.aufirst=&rft.atitle=RM-STC%3A+Row-Merge+Dataflow+Inspired+GPU+Sparse+Tensor+Core+for+Energy-Efficient+Sparse+Acceleration&rft.title=56TH+IEEE%2FACM+INTERNATIONAL+SYMPOSIUM+ON+MICROARCHITECTURE,+MICRO+2023
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001164081800024
http://www.scopus.com/record/display.url?eid=2-s2.0-85183462422&origin=inward

المؤلفون: Conti, Francesco, Rossi, Davide, Paulin, Gianna, Garofalo, Angelo, Di Mauro, Alfio, Rutishauer, Georg, Ottavi, Gian marco, Eggimann, Manuel, Okuhara, Hayate, Huard, Vincent, Montfort, Olivier, Jure, Lionel, Exibard, Nils, Gouedo, Pascal, Louvat, Mathieu, Botte, Emmanuel, Benini, Luca

المساهمون: Conti, Francesco, Rossi, Davide, Paulin, Gianna, Garofalo, Angelo, Di Mauro, Alfio, Rutishauer, Georg, Ottavi, Gian marco, Eggimann, Manuel, Okuhara, Hayate, Huard, Vincent, Montfort, Olivier, Jure, Lionel, Exibard, Nil, Gouedo, Pascal, Louvat, Mathieu, Botte, Emmanuel, Benini, Luca

مصطلحات موضوعية: AI-IoT, SoC, DNN Acceleration

وصف الملف: ELETTRONICO

Relation: info:eu-repo/semantics/altIdentifier/isbn/978-1-6654-9016-0; ispartofbook:2023 IEEE International Solid-State Circuits Conference (ISSCC); 2023 IEEE International Solid-State Circuits Conference (ISSCC); firstpage:21; lastpage:23; numberofpages:3; https://hdl.handle.net/11585/953206; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85151741498

الاتاحة: https://hdl.handle.net/11585/953206
https://doi.org/10.1109/ISSCC42615.2023.10067643

المؤلفون: Gholamrezazadeh Famili, Azadeh

المصدر: All Dissertations

مصطلحات موضوعية: Deep Neural Networks, DNN Acceleration, DNN privacy, Membership inference attacks

وصف الملف: application/pdf

Relation: https://tigerprints.clemson.edu/all_dissertations/3523; https://tigerprints.clemson.edu/context/all_dissertations/article/4538/viewcontent/Defense_AzadehFamili_r1.pdf

الاتاحة: https://tigerprints.clemson.edu/all_dissertations/3523
https://tigerprints.clemson.edu/context/all_dissertations/article/4538/viewcontent/Defense_AzadehFamili_r1.pdf

المؤلفون: Angelo Garofalo, Giuseppe Tagliavini, Nazareno Bruschi, Alessio Burrello, Francesco Conti, Davide Rossi

المساهمون: Burrello, Alessio, Garofalo, Angelo, Bruschi, Nazareno, Tagliavini, Giuseppe, Rossi, Davide, Conti, Francesco

المصدر: IEEE Transactions on Computers

مصطلحات موضوعية: FOS: Computer and information sciences, IoT, Micromechanical devices, Computer science, Acceleration, 02 engineering and technology, 01 natural sciences, Deep neural networks, IoT , edge computing, DNN acceleration, Theoretical Computer Science, Tools, DNN acceleration, edge computing, Deep neural networks, Hardware Architecture (cs.AR), Dory, Constraint programming, System on a chip, Computer architecture, Neural and Evolutionary Computing (cs.NE), Static random-access memory, Computer Science - Hardware Architecture, Edge computing, computer.programming_language, ANSI C, Memory hierarchy, biology, business.industry, 010401 analytical chemistry, Computer Science - Neural and Evolutionary Computing, 021001 nanoscience & nanotechnology, biology.organism_classification, 0104 chemical sciences, Memory management, Computer Science - Distributed, Parallel, and Cluster Computing, Computational Theory and Mathematics, Hardware and Architecture, Embedded system, Task analysis, Distributed, Parallel, and Cluster Computing (cs.DC), 0210 nano-technology, business, computer, Software, System-on-chip

وصف الملف: STAMPA

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::41dfb655d712420500c5357e5c3715d5

المؤلفون: Deng, Zihao

Committee Members: Orshansky, Michael; Caramanis, Constantine; Erez, Mattan; Sanghavi, Sujay; Wang, Xin

URL: https://hdl.handle.net/2152/123100

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

مصطلحات الفهرس: 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, Conference report

URL: http://hdl.handle.net/2117/399770
https://ieeexplore.ieee.org/document/10231293
https://ieeexplore.ieee.org/document/10231293