Dimitrios Danopoulos

25 papers A 1B 1C 1Misc 1Journal 8Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PQuantML: A Tool for End-to-End Hardware-aware Model Compression. CoRR Roope Niemi, Anastasiia Petrovych, Arghya Ranjan Das, Enrico Lupi, Chang Sun, Dimitrios Danopoulos, Marlon Joshua Helbing, Mia Liu, Sebastian Dittmeier, Michael Kagan, Vladimir Loncar, Maurizio Pierini
2025	J	`jnl`	AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines. CoRR Dimitrios Danopoulos, Enrico Lupi, Chang Sun, Sebastian Dittmeier, Michael Kagan, Vladimir Loncar, Maurizio Pierini
2025	J	`jnl`	hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware. CoRR Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier M. Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers, Maurizio Pierini, Giuseppe Di Guglielmo, Jennifer Ngadiuba, Javier Campos, Benjamin Hawks, Abhijith Gandrakota, Farah Fahim, Nhan Tran, George A. Constantinides, Zhiqiang Que, Wayne Luk, Alexander D. Tapper, Duc Hoang, Noah Paladino, Philip C. Harris, Bo-Cheng Lai, Manuel Blanco Valentin, Ryan F. Forelli, Seda Ogrenci, Lino Gerlach, Rian Flynn, Mia Liu, Daniel Diaz, Elham E Khoda, Melissa Quinnan, Russell Solares, Santosh Parajuli, Mark S. Neubauer, Christian Herwig, Ho Fung Tsoi, Dylan S. Rankin, Shih-Chieh Hsu, Scott Hauck
2024	C	`conf`	Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. IGARSS Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos
2024	J	`jnl`	Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. CoRR Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos
2024	J	`jnl`	TransAxx: Efficient Transformers with Approximate Computing. CoRR Dimitrios Danopoulos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel
2023	J	`jnl`	AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel
2023	—	`conf`	Evaluating Versal ACAP and conventional FPGA platforms for AI inference. MOCAST Aimilios Leftheriotis, Aphrodite Tzomaka, Dimitrios Danopoulos, George Lentaris, George Theodoridis, Dimitrios Soudris
2023	B	`conf`	Hardware-Accelerated FaaS for the Edge-Cloud Continuum. ICNP Anastassios Nanos, Aristotelis Kretsis, Charalampos Mainas, George Ntouskos, Aggelos Ferikoglou, Dimitrios Danopoulos, Argyris Kokkinis, Dimosthenis Masouros, Kostas Siozios, Polyzois Soumplis, Panagiotis C. Kokkinos, Juan Jose Vegas Olmos, Emmanouel A. Varvarigos
2023	A	`conf`	The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum. DATE Aggelos Ferikoglou, Argyris Kokkinis, Dimitrios Danopoulos, Ioannis Oroutzoglou, Anastassios Nanos, Stathis Karanastasis, Márton Sipos, Javad Fadaie Ghotbi, Juan Jose Vegas Olmos, Dimosthenis Masouros, Kostas Siozios
2022	J	`jnl`	AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. CoRR Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel
2022	—	`conf`	HW/SW Acceleration of Multiple Workloads Within the SERRANO's Computing Continuum - Invited Paper. SAMOS Argyris Kokkinis, Aggelos Ferikoglou, Ioannis Oroutzoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
2022	—	`conf`	LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MEC. SAMOS Dimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kosmas Kakolyris, Dimitrios Soudris
2022	—	`conf`	Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications. MOCAST Ioannis Oroutzoglou, Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
2021	—	`conf`	Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-Rays. ARC Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
2021	—	`conf`	FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction. MOCAST Dimitrios Danopoulos, Konstantinos Anagnostopoulos, Christoforos Kachris, Dimitrios Soudris
2021	—	`conf`	Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum. ISC Workshops Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
2021	—	`conf`	Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper. SAMOS Aggelos Ferikoglou, Ioannis Oroutzoglou, Argyris Kokkinis, Dimitrios Danopoulos, Dimosthenis Masouros, Efthymios Chondrogiannis, Aitor Fernández Gómez, Aristotelis Kretsis, Panagiotis C. Kokkinos, Emmanouel A. Varvarigos, Kostas Siozios
2021	—	`conf`	Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edge. MeditCom Ioannis Stratakos, Elissaios-Alexios Papatheofanous, Dimitrios Danopoulos, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris
2021	J	`jnl`	Utilizing cloud FPGAs towards the open neural network standard. Sustain. Comput. Informatics Syst. Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
2020	Misc	`conf`	Automatic Generation of FPGA Kernels From Open Format CNN Models. FCCM Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
2020	—	`conf`	Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. GECON John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou
2019	—	`conf`	Approximate Similarity Search with FAISS Framework Using FPGAs on the Cloud. SAMOS Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
2019	—	`conf`	FPGA Acceleration of Approximate KNN Indexing on High- Dimensional Vectors. ReCoSoC Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
2018	—	`conf`	Acceleration of image classification with Caffe framework using FPGA. MOCAST Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris