Acceleration of image classification with Caffe framework using FPGA. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (MOCAST, 2018)

FPGA Acceleration of Approximate KNN Indexing on High- Dimensional Vectors. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (ReCoSoC, 2019)

Approximate Similarity Search with FAISS Framework Using FPGAs on the Cloud. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (SAMOS, 2019)

Automatic Generation of FPGA Kernels From Open Format CNN Models. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (FCCM, 2020)

Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. - John Violos; Evangelos Psomakelis; Dimitrios Danopoulos; Stylianos Tsanakas; Theodora A. Varvarigou (GECON, 2020)

Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-Rays. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (ARC, 2021)

Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edge. - Ioannis Stratakos; Elissaios-Alexios Papatheofanous; Dimitrios Danopoulos; George Lentaris; Dionysios I. Reisis; Dimitrios Soudris (MeditCom, 2021)

FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction. - Dimitrios Danopoulos; Konstantinos Anagnostopoulos; Christoforos Kachris; Dimitrios Soudris (MOCAST, 2021)

Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper. - 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 (SAMOS, 2021)

Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum. - Argyris Kokkinis; Aggelos Ferikoglou; Dimitrios Danopoulos; Dimosthenis Masouros; Kostas Siozios (ISC Workshops, 2021)

Utilizing cloud FPGAs towards the open neural network standard. - Dimitrios Danopoulos; Christoforos Kachris; Dimitrios Soudris (Sustain. Comput. Informatics Syst., 2021)

Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications. - Ioannis Oroutzoglou; Argyris Kokkinis; Aggelos Ferikoglou; Dimitrios Danopoulos; Dimosthenis Masouros; Kostas Siozios (MOCAST, 2022)

LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MEC. - Dimitrios Danopoulos; Ioannis Stamoulias; George Lentaris; Dimosthenis Masouros; Ioannis Kanaropoulos; Andreas Kosmas Kakolyris; Dimitrios Soudris (SAMOS, 2022)

HW/SW Acceleration of Multiple Workloads Within the SERRANO's Computing Continuum - Invited Paper. - Argyris Kokkinis; Aggelos Ferikoglou; Ioannis Oroutzoglou; Dimitrios Danopoulos; Dimosthenis Masouros; Kostas Siozios (SAMOS, 2022)

The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum. - 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 (DATE, 2023)

Hardware-Accelerated FaaS for the Edge-Cloud Continuum. - 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; et al. (ICNP, 2023)

Evaluating Versal ACAP and conventional FPGA platforms for AI inference. - Aimilios Leftheriotis; Aphrodite Tzomaka; Dimitrios Danopoulos; George Lentaris; George Theodoridis; Dimitrios Soudris (MOCAST, 2023)

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. - Dimitrios Danopoulos; Georgios Zervakis 001; Kostas Siozios; Dimitrios Soudris; Jörg Henkel (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. - Simon Vellas; Bill Psomas; Kalliopi Karadima; Dimitrios Danopoulos; Alexandros Paterakis; George Lentaris; Dimitrios Soudris; Konstantinos Karantzalos (IGARSS, 2024)

TransAxx: Efficient Transformers with Approximate Computing. - Dimitrios Danopoulos; Georgios Zervakis 001; Dimitrios Soudris; Jörg Henkel (CoRR, 2024)