Search Results for author: Dimitrios Danopoulos

Found 3 papers, 1 papers with code

Evaluation of Resource-Efficient Crater Detectors on Embedded Systems

no code implementations27 May 2024 Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos

Real-time analysis of Martian craters is crucial for mission-critical operations, including safe landings and geological exploration.

TransAxx: Efficient Transformers with Approximate Computing

no code implementations12 Feb 2024 Dimitrios Danopoulos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel

Vision Transformer (ViT) models which were recently introduced by the transformer architecture have shown to be very competitive and often become a popular alternative to Convolutional Neural Networks (CNNs).

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch

1 code implementation8 Mar 2022 Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel

Current state-of-the-art employs approximate multipliers to address the highly increased power demands of DNN accelerators.

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