Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator
Abdelfattah, Mohamed S., Dudziak, Lukasz, Chau, Thomas, Lee, Royson, Kim, Hyeji, Lane, Nicholas D.
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
Electronic device and Method for controlling the electronic device thereof
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Year of Publication 24.03.2021
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Year of Publication 24.03.2021
Patent
Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA
Zhang, Zehuan, Fan, Hongxiang, Chen, Hao Mark, Dudziak, Lukasz, Luk, Wayne
Year of Publication 23.06.2024
Year of Publication 23.06.2024
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Journal Article
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
Pan, Junting, Bulat, Adrian, Tan, Fuwen, Zhu, Xiatian, Dudziak, Lukasz, Li, Hongsheng, Tzimiropoulos, Georgios, Martinez, Brais
Year of Publication 06.05.2022
Year of Publication 06.05.2022
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Journal Article
FedorAS: Federated Architecture Search under system heterogeneity
Dudziak, Lukasz, Laskaridis, Stefanos, Fernandez-Marques, Javier
Published in arXiv.org (29.09.2022)
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Published in arXiv.org (29.09.2022)
Paper
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
Almeida, Mario, Laskaridis, Stefanos, Mehrotra, Abhinav, Dudziak, Lukasz, Leontiadis, Ilias, Lane, Nicholas D
Year of Publication 28.09.2021
Year of Publication 28.09.2021
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Journal Article
Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA
Zhang, Zehuan, Fan, Hongxiang, Chen, Hao Mark, Dudziak, Lukasz, Luk, Wayne
Published in arXiv.org (23.06.2024)
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Published in arXiv.org (23.06.2024)
Paper
METHOD AND APPARATUS FOR NEURAL ARCHITECTURE SEARCH
MEHROTRA, Abhinav, ABDELFATTAH, Mohamed Saied Abdelkader, DUDZIAK, Lukasz
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent
METHOD AND APPARATUS FOR NEURAL ARCHITECTURE SEARCH
MEHROTRA, Abhinav, ABDELFATTAH, Mohamed Saied Abdelkader, DUDZIAK, Lukasz
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent
Method and apparatus for neural architecture search
Mohamed Saied Abdelkader Abdelfattah, Lukasz Dudziak, Abhinav Mehrotra
Year of Publication 30.03.2022
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Year of Publication 30.03.2022
Patent
Method for efficient neural architecture search
Hongkai Wen, Royson Lee, Javier Fernandez-Marques, Lukasz Dudziak, Abhinav Mehrotra, Hrush Loya, Nicholas Donald Atkins Lane
Year of Publication 04.09.2024
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Year of Publication 04.09.2024
Patent
ELECTRONIC DEVICE AND METHOD FOR CONTROLLING THE ELECTRONIC DEVICE THEREOF
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, ABDELFATTAH, Mohamed S, BHATTACHARYA, Sourav, KIM, Hyeji
Year of Publication 14.09.2022
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Year of Publication 14.09.2022
Patent
METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, LANE, Nicholas Donald Atkins, ABDELFATTAH, Mohamed S, KIM, Hyeji
Year of Publication 07.04.2022
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Year of Publication 07.04.2022
Patent
METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, LANE, Nicholas Donald Atkins, ABDELFATTAH, Mohamed S, KIM, Hyeji
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent
METHOD AND APPARATUS FOR ANALYSING NEURAL NETWORK PERFORMANCE
Chau, Chun Pong, Kim, Hyeji, Lee, Royson, Abdelfattah, Mohamed S, Dudziak, Lukasz, Lane, Nicholas Donald Atkins
Year of Publication 30.03.2022
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Year of Publication 30.03.2022
Patent
ELECTRONIC DEVICE AND METHOD FOR CONTROLLING THE ELECTRONIC DEVICE THEREOF
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, ABDELFATTAH, Mohamed S, BHATTACHARYA, Sourav, KIM, Hyeji
Year of Publication 16.03.2022
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Year of Publication 16.03.2022
Patent