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TITLE: A fast and scalable architecture to run convolutional neural networks in low density FPGAs  Full Text
AUTHORS: Mario P Vestias; Rui P Duarte; Jose T de Sousa; Horacio C Neto;
PUBLISHED: 2020, SOURCE: MICROPROCESSORS AND MICROSYSTEMS, VOLUME: 77
INDEXED IN: WOS
12
TITLE: Fault-Tolerant Architecture for On-board Dual-Core Synthetic-Aperture Radar Imaging
AUTHORS: Cruz, H; Duarte, RP; Neto, H;
PUBLISHED: 2019, SOURCE: 15th International Symposium on Applied Reconfigurable Computing, ARC 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11444 LNCS
INDEXED IN: Scopus
13
TITLE: Fast convolutional neural networks in low density FPGAs using zero-skipping and weight pruning
AUTHORS: Véstias, MP; Duarte, RP; de Sousa, JT; Neto, HC;
PUBLISHED: 2019, SOURCE: Electronics (Switzerland), VOLUME: 8, ISSUE: 11
INDEXED IN: Scopus
14
TITLE: Embedded Fault-Tolerant Accelerator Architecture for Synthetic-Aperture Radar Backprojection
AUTHORS: Helena Cruz; Rui Policarpo Duarte; Horacio Neto;
PUBLISHED: 2019, SOURCE: JOURNAL OF AEROSPACE INFORMATION SYSTEMS, VOLUME: 16, ISSUE: 11
INDEXED IN: Scopus WOS
15
TITLE: Hybrid Dot-Product Calculation for Convolutional Neural Networks in FPGA
AUTHORS: Mario Vestias; Rui Policarpo Duarte; Jose T de Sousa; Horacio Neto;
PUBLISHED: 2019, SOURCE: 29th International Conference on Field-Programmable Logic and Applications (FPL) in 2019 29TH INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL)
INDEXED IN: Scopus WOS
16
TITLE: Fast Convolutional Neural Networks in Low Density FPGAs Using Zero-Skipping and Weight Pruning  Full Text
AUTHORS: Mario P Vestias; Rui Policarpo Duarte; Jose T de Sousa; Horacio C Neto;
PUBLISHED: 2019, SOURCE: ELECTRONICS, VOLUME: 8, ISSUE: 11
INDEXED IN: WOS
17
TITLE: kNN-STUFF: kNN STreaming Unit for Fpgas
AUTHORS: Joao Vieira; Rui P Duarte; Horacio C Neto;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: Scopus WOS
18
TITLE: An Efficient Exact Fused Dot Product Processor in FPGA
AUTHORS: Luis Fiolhais; Horacio Neto;
PUBLISHED: 2018, SOURCE: 28th International Conference on Field Programmable Logic and Applications (FPL) in 2018 28TH INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE LOGIC AND APPLICATIONS (FPL)
INDEXED IN: WOS
19
TITLE: Lite-CNN: A High-Performance Architecture to Execute CNNs in Low Density FPGAs
AUTHORS: Mario Vestias; Rui Policarpo Duarte; Jose T de Sousa; Horacio Neto;
PUBLISHED: 2018, SOURCE: 28th International Conference on Field Programmable Logic and Applications (FPL) in 2018 28TH INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE LOGIC AND APPLICATIONS (FPL)
INDEXED IN: WOS
20
TITLE: Stochastic Processors on FPGAs to Compute Sensor Data Towards Fault-Tolerant IoT Systems
AUTHORS: Rui Policarpo Duarte; Horacio C Neto;
PUBLISHED: 2018, SOURCE: IEEE Conference on Dependable and Secure Computing (DSC) in 2018 IEEE CONFERENCE ON DEPENDABLE AND SECURE COMPUTING (DSC)
INDEXED IN: WOS
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