Search results

• 2024

  Denseflex: A Low Rank Factorization Methodology for Adaptable Dense Layers in DNNs

  Kokhazadeh, M., Keramidas, G., Kelefouras, V. & Stamoulis, I., 7 May 2024, p. 21-31. 11 p.

  Research output: Contribution to conference › Conference paper (not formally published) › peer-review

  • Factorization Process 100%
  • Arithmetic Operation 100%
  • Factorization Algorithm 100%
  • Training Phase 100%

• Register Blocking: An Analytical Modelling Approach for Affine Loop Kernels

  Anthimopulos, T., Keramidas, G., Kelefouras, V. & Stamoulis, I., 15 Feb 2024, (Accepted/In press) p. 71-79. 9 p.

  Research output: Contribution to conference › Conference paper (not formally published) › peer-review

  • Loop Kernel 100%
  • Hardware Architecture 50%
  • Architecture Detail 50%
  • Data Access 50%
  • Store Instruction 50%

• XANDAR: An X-by-Construction Framework for Safety, Security, and Real-Time Behavior of Embedded Software Systems

  Dorr, T., Schade, F., Becker, J., Keramidas, G., Petrellis, N., Kelefouras, V., Mavropoulos, M., Antonopoulos, K., Antonopoulos, C. P., Voros, N., Ahlbrecht, A., Zaeske, W., Janson, V., Nöldeke, P., Durak, U., Panagiotou, C., Karadimas, D., Adler, N., Reichmann, C. & Sailer, A. & 17 others, Weber, R., Wilhelm, T., Gabler, W., Weiden, K., Anzuela Recasens, X., Sezer, S., Siddiqui, F., Khan, R., McLaughlin, K., Yengec Tasdemir, S., Sonigara, B., Hui, H., Soriano Viguer, E., Alvarez Suarez, A., Nicolau Gallego, V., Muñoz Alcobendas, M. & Masmano Tello, M., 16 Jan 2024, (Accepted/In press).

  Research output: Contribution to conference › Conference paper (not formally published) › peer-review

  • Software Systems 100%
  • Design Framework 100%
  • Embedded Software 100%
  • Machine Learning 33%
  • Use Case 33%