21
TITLE: POSITNN: TRAINING DEEP NEURAL NETWORKS WITH MIXED LOW-PRECISION POSIT
AUTHORS: Raposo, G; Tomas, P ; Roma, N ;
PUBLISHED: 2021, SOURCE: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) in 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), VOLUME: 2021-June
INDEXED IN: Scopus WOS CrossRef: 14
22
TITLE: Preface
AUTHORS: Sousa, L; Roma, N ; Tomás, P ;
PUBLISHED: 2021, SOURCE: 27th International European Conference on Parallel and Distributed Computing, Euro-Par 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12820 LNCS
INDEXED IN: Scopus
23
TITLE: Unlimited Vector Extension with Data Streaming Support
AUTHORS: Domingos, JM; Neves, N; Roma, N ; Tomas, P ;
PUBLISHED: 2021, SOURCE: ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) in 2021 ACM/IEEE 48TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA 2021), VOLUME: 2021-June
INDEXED IN: Scopus WOS CrossRef: 13
24
TITLE: End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders
AUTHORS: Pessoa, J; Aidos, H ; Tomas, P ; Figueiredo, MAT ;
PUBLISHED: 2020, SOURCE: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020 in IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation, VOLUME: 2020-October
INDEXED IN: Scopus CrossRef: 13
25
TITLE: Exploiting non-conventional DVFS on GPUs: Application to deep learning
AUTHORS: Mendes, F; Tomas, P ; Roma, N ;
PUBLISHED: 2020, SOURCE: 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2020 in Proceedings - Symposium on Computer Architecture and High Performance Computing, VOLUME: 2020-September
INDEXED IN: Scopus CrossRef: 2
26
TITLE: PROCESSING CONVOLUTIONAL NEURAL NETWORKS ON CACHE
AUTHORS: Vieira, J; Roma, N ; Falcao, G ; Tomas, P ;
PUBLISHED: 2020, SOURCE: IEEE International Conference on Acoustics, Speech, and Signal Processing in 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLUME: 2020-May
INDEXED IN: Scopus WOS CrossRef: 4
27
TITLE: Reconfigurable Stream-based Tensor Unit with Variable-Precision Posit Arithmetic
AUTHORS: Neves, N; Tomas, P ; Roma, N ;
PUBLISHED: 2020, SOURCE: 31st IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP) in 2020 IEEE 31ST INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP 2020), VOLUME: 2020-July
INDEXED IN: Scopus WOS CrossRef: 3
28
TITLE: DVFS-aware application classification to improve GPGPUs energy efficiency
AUTHORS: Guerreiro, J; Ilic, A; Roma, N ; Tomas, P ;
PUBLISHED: 2019, SOURCE: PARALLEL COMPUTING, VOLUME: 83
INDEXED IN: Scopus WOS CrossRef: 27
29
TITLE: GPU Static Modeling Using PTX and Deep Structured Learning
AUTHORS: Guerreiro, J; Ilic, A; Roma, N ; Tomas, P ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: Scopus WOS
30
TITLE: GPU Static Modeling Using PTX and Deep Structured Learning
AUTHORS: Guerreiro, J; Ilic, A; Roma, N ; Tomas, P ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: WOS CrossRef: 17
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