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Journal Articles
- 2023
[j4]Topi Leppänen
, Atro Lotvonen, Panagiotis Mousouliotis, Joonas Multanen, Georgios Keramidas, Pekka Jääskeläinen:
Efficient OpenCL system integration of non-blocking FPGA accelerators. Microprocess. Microsystems 97: 104772 (2023)- [j3]Panagiotis Christakos, Nikos Petrellis, Panagiotis Mousouliotis, Georgios Keramidas, Christos P. Antonopoulos, Nikos S. Voros:
A High Performance and Robust FPGA Implementation of a Driver State Monitoring Application. Sensors 23(14): 6344 (2023) - [j2]Nikolaos Tampouratzis, Panagiotis Mousouliotis, Ioannis Papaefstathiou:
A Novel Integrated Simulation Framework for Cyber-Physical Systems Modelling. IEEE Trans. Parallel Distributed Syst. 34(10): 2684-2698 (2023) - 2020
- [j1]Panagiotis G. Mousouliotis, Loukas P. Petrou:
CNN-Grinder: From Algorithmic to High-Level Synthesis descriptions of CNNs for Low-end-low-cost FPGA SoCs. Microprocess. Microsystems 73: 102990 (2020)
Conference and Workshop Papers
- 2023
- [c13]Panagiotis Mousouliotis, Topi Leppänen, Pekka Jääskeläinen, Nikos Petrellis, Panagiotis Christakos, Georgios Keramidas, Christos P. Antonopoulos, Nikolaos S. Voros:
On the OpenCL Support for Streaming Fixed-Function Accelerators on Embedded SoC FPGAs. ARC 2023: 51-65 - [c12]Panagiotis Mousouliotis, Nikolaos Tampouratzis, Ioannis Papaefstathiou:
SqueezeJet-3: An HLS-based Accelerator for Edge CNN Applications on SoC FPGAs. ICAT 2023: 1-6 - 2021
- [c11]Nikos Petrellis, Stavros Zogas, Panagiotis Christakos, Georgios Keramidas, Panagiotis Mousouliotis, Nikolaos S. Voros, Christos P. Antonopoulos:
High Speed Implementation of the Deformable Shape Tracking Face Alignment Algorithm. DSD 2021: 174-177 - [c10]Vasilis Daoulas, Nikolaos Tampouratzis, Panagiotis Mousouliotis, Ioannis Papaefstathiou:
An Open-source Implementation of LSTM and GRU in the Ptolemy Simulation Framework. DS-RT 2021: 1-8 - [c9]Nikos Petrellis, Stavros Zogas, Panagiotis Christakos, Panagiotis Mousouliotis, Georgios Keramidas, Nikolaos S. Voros, Christos P. Antonopoulos:
Software Acceleration of the Deformable Shape Tracking Application: How to eliminate the Eigen Library Overhead. ESSE 2021: 51-57 - [c8]Panagiotis Mousouliotis, Stavros Zogas, Panagiotis Christakos, Georgios Keramidas, Nikos Petrellis, Christos P. Antonopoulos, Nikolaos S. Voros:
Exploiting Vitis Framework for Accelerating Sobel Algorithm. MECO 2021: 1-5 - [c7]Topi Leppänen, Panagiotis Mousouliotis, Georgios Keramidas, Joonas Multanen, Pekka Jääskeläinen:
Unified OpenCL Integration Methodology for FPGA Designs. NorCAS 2021: 1-7 - [c6]Nikos Petrellis, Panagiotis Christakos, Stavros Zogas, Panagiotis Mousouliotis, Georgios Keramidas, Nikolaos S. Voros, Christos P. Antonopoulos:
Challenges Towards Hardware Acceleration of the Deformable Shape Tracking Application. VLSI-SoC 2021: 1-4 - 2020
- [c5]Panagiotis Mousouliotis, Ioannis Papaefstathiou, Loukas Petrou:
SqueezeJet-3: An Accelerator Utilizing FPGA MPSoCs for Edge CNN Applications. FCCM 2020: 236 - 2019
- [c4]Panagiotis G. Mousouliotis, Loukas P. Petrou:
Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications. ARC 2019: 68-77 - 2018
- [c3]Panagiotis G. Mousouliotis, Loukas P. Petrou:
SqueezeJet: High-Level Synthesis Accelerator Design for Deep Convolutional Neural Networks. ARC 2018: 55-66 - [c2]Panagiotis G. Mousouliotis, Konstantinos L. Panayiotou, Emmanouil G. Tsardoulias, Loukas P. Petrou, Andreas L. Symeonidis:
Expanding a robot's life: Low power object recognition via FPGA-based DCNN deployment. MOCAST 2018: 1-4 - 2015
- [c1]N. S. Lakshmprabha, Stathis Kasderidis, Panagiotis Mousouliotis, Loukas P. Petrou, Olga Beltramello:
Augmented reality for maintenance application on a mobile platform. VR 2015: 355-356
Data and Artifacts
- 2022
- [d1]Nikos Petrellis, Nikolaos S. Voros, Christos P. Antonopoulos, Georgios Keramidas, Panagiotis Christakos, Panagiotis Mousouliotis:
NITYMED. IEEE DataPort, 2022
Informal and Other Publications
- 2019
- [i4]Panagiotis G. Mousouliotis, Loukas P. Petrou:
Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications. CoRR abs/1902.03192 (2019) - 2018
- [i3]Panagiotis G. Mousouliotis, Konstantinos L. Panayiotou, Emmanouil G. Tsardoulias, Loukas P. Petrou, Andreas L. Symeonidis:
Expanding a robot's life: Low power object recognition via FPGA-based DCNN deployment. CoRR abs/1804.00512 (2018) - [i2]Panagiotis G. Mousouliotis, Loukas P. Petrou:
SqueezeJet: High-level Synthesis Accelerator Design for Deep Convolutional Neural Networks. CoRR abs/1805.08695 (2018) - [i1]Ioannis Athanasiadis, Panagiotis Mousouliotis, Loukas Petrou:
A Framework of Transfer Learning in Object Detection for Embedded Systems. CoRR abs/1811.04863 (2018)
Coauthor Index
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