Cnn-grinder: From algorithmic to high-level synthesis descriptions of cnns for low-end-low-cost fpga socs PG Mousouliotis, LP Petrou Microprocessors and Microsystems 73, 102990, 2020 | 41 | 2020 |
Expanding a robot's life: Low power object recognition via FPGA-based DCNN deployment PG Mousouliotis, KL Panayiotou, EG Tsardoulias, LP Petrou, ... 2018 7th International Conference on Modern Circuits and Systems …, 2018 | 20 | 2018 |
A framework of transfer learning in object detection for embedded systems I Athanasiadis, P Mousouliotis, L Petrou arXiv preprint arXiv:1811.04863, 2018 | 18 | 2018 |
Squeezejet: High-level synthesis accelerator design for deep convolutional neural networks PG Mousouliotis, LP Petrou International Symposium on Applied Reconfigurable Computing, 55-66, 2018 | 17 | 2018 |
Software-defined FPGA accelerator design for mobile deep learning applications PG Mousouliotis, LP Petrou International Symposium on Applied Reconfigurable Computing, 68-77, 2019 | 14 | 2019 |
Nitymed N Petrellis, N Voros, C Antonopoulos, G Keramidas, P Christakos, ... Kaggle, 2022 | 7 | 2022 |
Unified OpenCL integration methodology for FPGA designs T Leppänen, P Mousouliotis, G Keramidas, J Multanen, P Jääskeläinen 2021 IEEE Nordic Circuits and Systems Conference (NorCAS), 1-7, 2021 | 5 | 2021 |
Exploiting vitis framework for accelerating sobel algorithm P Mousouliotis, S Zogas, P Christakos, G Keramidas, N Petrellis, ... 2021 10th Mediterranean Conference on Embedded Computing (MECO), 1-5, 2021 | 5 | 2021 |
Augmented reality for maintenance application on a mobile platform NS Lakshmprabha, S Kasderidis, P Mousouliotis, L Petrou, O Beltramello 2015 IEEE Virtual Reality (VR), 355-356, 2015 | 5 | 2015 |
Efficient OpenCL system integration of non-blocking FPGA accelerators T Leppänen, A Lotvonen, P Mousouliotis, J Multanen, G Keramidas, ... Microprocessors and Microsystems 97, 104772, 2023 | 4 | 2023 |
Software acceleration of the deformable shape tracking application: How to eliminate the eigen library overhead N Petrellis, S Zogas, P Christakos, P Mousouliotis, G Keramidas, N Voros, ... Proceedings of the 2021 European Symposium on Software Engineering, 51-57, 2021 | 3 | 2021 |
An open-source implementation of LSTM and GRU in the ptolemy simulation framework V Daoulas, N Tampouratzis, P Mousouliotis, I Papaefstathiou 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and …, 2021 | 3 | 2021 |
SqueezeJet-3: An HLS-based accelerator for edge CNN applications on SoC FPGAs P Mousouliotis, N Tampouratzis, I Papaefstathiou 2023 XXIX International Conference on Information, Communication and …, 2023 | 2 | 2023 |
Challenges Towards Hardware Acceleration of the Deformable Shape Tracking Application N Petrellis, P Christakos, S Zogas, P Mousouliotis, G Keramidas, N Voros, ... 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration …, 2021 | 2 | 2021 |
SqueezeJet-3: an accelerator utilizing FPGA MPSoCs for edge CNN applications P Mousouliotis, I Papaefstathiou, L Petrou 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020 | 2 | 2020 |
A Novel Integrated Simulation Framework for Cyber-Physical Systems Modelling N Tampouratzis, P Mousouliotis, I Papaefstathiou IEEE Transactions on Parallel and Distributed Systems, 2023 | 1 | 2023 |
High Speed Implementation of the Deformable Shape Tracking Face Alignment Algorithm N Petrellis, S Zogas, P Christakos, G Keramidas, P Mousouliotis, N Voros, ... 2021 24th Euromicro Conference on Digital System Design (DSD), 174-177, 2021 | 1 | 2021 |
On the OpenCL Support for Streaming Fixed-Function Accelerators on Embedded SoC FPGAs P Mousouliotis, T Leppänen, P Jääskeläinen, N Petrellis, P Christakos, ... International Symposium on Applied Reconfigurable Computing, 51-65, 2023 | | 2023 |
A High Performance and Robust FPGA Implementation of a Driver State Monitoring Application P Christakos, N Petrellis, P Mousouliotis, G Keramidas, CP Antonopoulos, ... Sensors 23 (14), 6344, 2023 | | 2023 |
Mapping Efficient Convolutional Neural Networks to Resource-Limited System-on-Chip Field-Programmable Gate Arrays for Mobile Deep Learning Application Acceleration P Mousouliotis Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης (ΑΠΘ). Σχολή Πολυτεχνική. Τμήμα …, 2023 | | 2023 |