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Panagiotis G. Mousouliotis
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Year
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
412020
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 K, 2018
202018
A framework of transfer learning in object detection for embedded systems
I Athanasiadis, P Mousouliotis, L Petrou
arXiv preprint arXiv:1811.04863, 2018
182018
Squeezejet: High-level synthesis accelerator design for deep convolutional neural networks
PG Mousouliotis, LP Petrou
International Symposium on Applied Reconfigurable Computing, 55-66, 2018
172018
Software-defined FPGA accelerator design for mobile deep learning applications
PG Mousouliotis, LP Petrou
International Symposium on Applied Reconfigurable Computing, 68-77, 2019
142019
Nitymed
N Petrellis, N Voros, C Antonopoulos, G Keramidas, P Christakos, ...
Kaggle, 2022
72022
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
62021
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
52021
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
52015
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
42023
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
32021
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 K, 2021
32021
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 K, 2023
22023
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 K, 2021
22021
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 K, 2020
22020
A Novel Integrated Simulation Framework for Cyber-Physical Systems Modelling
N Tampouratzis, P Mousouliotis, I Papaefstathiou
IEEE Transactions on Parallel and Distributed Systems, 2023
12023
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
12023
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
12021
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
Mapping Efficient Convolutional Neural Networks to Resource-Limited System-on-Chip Field-Programmable Gate Arrays for Mobile Deep Learning Application Acceleration
P Mousouliotis
Dldmnjnέf`dj S\h`kdmnήgdj K`mm\fjhίebς (DSK). Uqjfή Sjfon`qhdeή. Vgήg\ K, 2023
2023
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