Dimitrios Danopoulos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Top Venues

Publications

Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos
Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. CoRR (2024)
Dimitrios Danopoulos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel
TransAxx: Efficient Transformers with Approximate Computing. CoRR (2024)
Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel
AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Aimilios Leftheriotis, Aphrodite Tzomaka, Dimitrios Danopoulos, George Lentaris, George Theodoridis, Dimitrios Soudris
Evaluating Versal ACAP and conventional FPGA platforms for AI inference. MOCAST (2023)
Aggelos Ferikoglou, Argyris Kokkinis, Dimitrios Danopoulos, Ioannis Oroutzoglou, Anastasios Nanos, Stathis Karanastasis, Marton Sipos, Javad Fadaie Ghotbi, Juan Jose Vegas Olmos, Dimosthenis Masouros, Kostas Siozios
The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum. DATE (2023)
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
Hardware-Accelerated FaaS for the Edge-Cloud Continuum. ICNP (2023)
Ioannis Oroutzoglou, Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications. MOCAST (2022)
Dimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kosmas Kakolyris, Dimitrios Soudris
LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MEC. SAMOS (2022)
Argyris Kokkinis, Aggelos Ferikoglou, Ioannis Oroutzoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
HW/SW Acceleration of Multiple Workloads Within the SERRANO's Computing Continuum - Invited Paper. SAMOS (2022)
Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel
AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. CoRR (2022)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-Rays. ARC (2021)
Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum. ISC Workshops (2021)
Dimitrios Danopoulos, Konstantinos Anagnostopoulos, Christoforos Kachris, Dimitrios Soudris
FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction. MOCAST (2021)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
Utilizing cloud FPGAs towards the open neural network standard. Sustain. Comput. Informatics Syst. 30 (2021)
Ioannis Stratakos, Elissaios-Alexios Papatheofanous, Dimitrios Danopoulos, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris
Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edge. MeditCom (2021)
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
Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper. SAMOS (2021)
John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou
Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. GECON (2020)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
Automatic Generation of FPGA Kernels From Open Format CNN Models. FCCM (2020)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
Approximate Similarity Search with FAISS Framework Using FPGAs on the Cloud. SAMOS (2019)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
FPGA Acceleration of Approximate KNN Indexing on High- Dimensional Vectors. ReCoSoC (2019)
Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris
Acceleration of image classification with Caffe framework using FPGA. MOCAST (2018)