المؤلفون: Mohammad Qararyah, Fareed, 1994, Azhar, Muhammad Waqar, 1986, Petersen Moura Trancoso, Pedro, 1969

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) Transactions on Architecture and Code Optimization. 21(2)

مصطلحات موضوعية: hardware software co-design, FPGA, Convolutional neural networks (CNNs), pipelined accelerator, deep learning, hybrid accelerator

وصف الملف: electronic

الوصول الحر: https://research.chalmers.se/publication/541391Test
https://research.chalmers.se/publication/539325Test
https://research.chalmers.se/publication/541391/file/541391_Fulltext.pdfTest

المؤلفون: Azhar, Muhammad Waqar, 1986, Zouzoula, Stavroula, 1992, Petersen Moura Trancoso, Pedro, 1969

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Spain Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. :63-72

مصطلحات موضوعية: Energy Efficiency, Resource Allocation, CNNs, Accelerators

وصف الملف: electronic

الوصول الحر: https://research.chalmers.se/publication/536954Test
https://research.chalmers.se/publication/537427Test
https://research.chalmers.se/publication/537427/file/537427_Fulltext.pdfTest

المؤلفون: Vasilakis, Evangelos, 1985, Papaefstathiou, Vasileios, 1980, Petersen Moura Trancoso, Pedro, 1969, Sourdis, Ioannis, 1979

المصدر: Energy-efficient Heterogeneous COmputing at exaSCALE (ECOSCALE) 26th IEEE International Symposium on High Performance Computer Architecture, HPCA 2020, San Diego, USA Proceedings - International Symposium on High-Performance Computer Architecture. :649-662

مصطلحات موضوعية: Hybrid Memory Systems, Data Migration, DRAM caches

وصف الملف: electronic

الوصول الحر: https://research.chalmers.se/publication/517213Test
https://research.chalmers.se/publication/512023Test
https://research.chalmers.se/publication/517213/file/517213_Fulltext.pdfTest

المؤلفون: Vázquez Maceiras, Mateo, 1997, Azhar, Muhammad Waqar, 1986, Petersen Moura Trancoso, Pedro, 1969

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) European, extendable, energy-efficient, energetic, embedded, extensible, Processor Ecosystem (eProcessor) 2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Porto Alegre, Brazil Proceedings - Symposium on Computer Architecture and High Performance Computing. :34-45

مصطلحات موضوعية: Systolic Array, Vector Unit, GEMM, DNN, Scientific Computing, Flexible Processing Unit

الوصول الحر: https://research.chalmers.se/publication/538730Test
https://research.chalmers.se/publication/538552Test

المؤلفون: Griessl, René, Porrmann, Florian, Kucza, Nils, Mika, K., Hagemeyer, Jens, Kaiser, Martin, Porrmann, Mario, Tassemeier, M., Flottmann, M., Mohammad Qararyah, Fareed, 1994, Azhar, Muhammad Waqar, 1986, Petersen Moura Trancoso, Pedro, 1969, Odman, D., Gugala, K., Latosinski, G.

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) Shaping the Future of IoT with Edge Intelligence How Edge Computing Enables the Next Generation of IoT Applications. :179-196

مصطلحات موضوعية: performance classification., deep learning, FPGA, microserver, accelerator, energy-efficiency, IoT, (far) edge-computing, machine learning, AIoT

الوصول الحر: https://research.chalmers.se/publication/537831Test
https://research.chalmers.se/publication/537677Test

المؤلفون: Alvarez, Lluc, Ruiz, Abraham, Bigas-Soldevilla, Arnau, Kuroedov, Pavel, Gonzalez, Alberto, Mahale, Hamsika, Bustamante, Noe, Aguilera, Albert, Minervini, Francesco, Salamero, Javier, Palomar, Oscar, Papaefstathiou, Vasileios, 1980, Psathakis, A., Dimou, Nikolaos, Giaourtas, Michalis, Mastorakis, Iasonas, Ieronymakis, Georgios, Matzouranis, Georgios Michail, Flouris, Vasilis, Kossifidis, Nick, Marazakis, Manolis, Goel, Bhavishya, 1981, Manivannan, Madhavan, 1986, Ejaz, Ahsen, 1986, Strikos, Panagiotis, 1991, Vázquez Maceiras, Mateo, 1997, Sourdis, Ioannis, 1979, Petersen Moura Trancoso, Pedro, 1969, Stenström, Per, 1957, Hagemeyer, Jens, Tigges, L., Kucza, Nils, Philippe, Jean Marc, Papaefstathiou, Ioannis

المصدر: 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. :309-314

مصطلحات موضوعية: Multicore architecture, European research project, RISC-V

الوصول الحر: https://research.chalmers.se/publication/537442Test

المؤلفون: Mika, Kevin, Griessl, René, Kucza, Nils, Porrmann, Florian, Kaiser, Martin, Tigges, Lennart, Hagemeyer, Jens, Petersen Moura Trancoso, Pedro, 1969, Azhar, Muhammad Waqar, 1986, Mohammad Qararyah, Fareed, 1994, Zouzoula, Stavroula, 1992, Ménétrey, Jämes, Pasin, Marcelo, Felber, Pascal, Marcus, Carina, Brunnegard, Oliver, Eriksson, Olof, Salomonsson, Hans, 1985

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. :291-296

مصطلحات موضوعية: Distributed Attestation and Security, Acceleration, Machine Learning (ML), Artificial Intelligence of Things (AIoT), Reconfigurable and Heterogeneous Computing

الوصول الحر: https://research.chalmers.se/publication/537057Test
https://research.chalmers.se/publication/537434Test

المؤلفون: Ribes, Stefano, 1992, Malek, Alirad, 1983, Petersen Moura Trancoso, Pedro, 1969, Sourdis, Ioannis, 1979

المصدر: Secure Hardware-Software Architectures for Robust Computing Systems (SHARCS) Energy-efficient Heterogeneous COmputing at exaSCALE (ECOSCALE) Meeting Challenges in Computer Architecture (MECCA).

مصطلحات موضوعية: Fault Tolerance, Caffe, CNNs, Compression, Machine Learning

وصف الملف: electronic

الوصول الحر: https://research.chalmers.se/publication/522995Test
https://research.chalmers.se/publication/522995/file/522995_Fulltext.pdfTest

المؤلفون: Zouzoula, Stavroula, 1992, Azhar, Muhammad Waqar, 1986, Petersen Moura Trancoso, Pedro, 1969

المصدر: Very Efficient Deep Learning in IOT (VEDLIoT) 2023 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2023, Raleigh, USA Proceedings - 2023 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2023. :352-354

مصطلحات موضوعية: multi-dimensional design, Deep Learning

الوصول الحر: https://research.chalmers.se/publication/536687Test

المؤلفون: Cristal, Adrian, Unsal, Osman S., Martorell, Xavier, Carpenter, Paul, De La Cruz, Raul, Bautista, Leonardo, Jimenez, Daniel, Alvarez, Carlos, Salami, Behzad, Madonar, Sergi, Pericas, Miquel, 1979, Petersen Moura Trancoso, Pedro, 1969, vor dem Berge, Micha, Billung-Meyer, Gunnar, Krupop, Stefan, Christmann, Wolfgang, Klawonn, Frank, Mihklafi, Amani, Becker, Tobias, Gaydadjiev, Georgi, Salomonsson, Hans, Dubhashi, Devdatt, Port, Oron, Etsion, Yoav, Nowack, Vesna, Fetzer, Christof, Hagemeyer, Jens, Jungeblut, Thorsten, Kucza, Nils, Kaiser, Martin, Porrmann, Mario, Pasin, Marcelo, Schiavoni, Valerio, Rocha, Isabelly, Gottel, Christian, Felber, Pascal

المصدر: Low-energy toolset for heterogeneous computing (LEGaTO) 15th ACM International Conference on Computing Frontiers, Ischia, Italy Proceedings of the 15th ACM International Conference on Computing Frontiers. :276-278

وصف الملف: electronic

الوصول الحر: https://research.chalmers.se/publication/508344Test
https://research.chalmers.se/publication/508344/file/508344_Fulltext.pdfTest