Reusing Softmax Hardware Unit for GELU Computation in Transformers. - Christodoulos Peltekis; Kosmas Alexandridis; Giorgos Dimitrakopoulos (AICAS, 2024)

IndexMAC: A Custom RISC-V Vector Instruction to Accelerate Structured-Sparse Matrix Multiplications. - Vasileios Titopoulos; Kosmas Alexandridis; Christodoulos Peltekis; Chrysostomos Nicopoulos; Giorgos Dimitrakopoulos (DATE, 2024)

Floating-Point Multiply-Add with Approximate Normalization for Low-Cost Matrix Engines. - Kosmas Alexandridis; Christodoulos Peltekis; Dionysios Filippas; Giorgos Dimitrakopoulos (CoRR, 2024)

Online Alignment and Addition in Multi-Term Floating-Point Adders. - Kosmas Alexandridis; Giorgos Dimitrakopoulos (CoRR, 2024)

Register Dispersion: Reducing the Footprint of the Vector Register File in Vector Engines of Low-Cost RISC-V CPUs. - Vasileios Titopoulos; George Alexakis; Kosmas Alexandridis; Chrysostomos Nicopoulos; Giorgos Dimitrakopoulos (CF, 2025)

Low-Cost FlashAttention with Fused Exponential and Multiplication Hardware Operators. - Kosmas Alexandridis; Vasileios Titopoulos; Giorgos Dimitrakopoulos (ISVLSI, 2025)

Optimizing Structured-Sparse Matrix Multiplication in RISC-V Vector Processors. - Vasileios Titopoulos; Kosmas Alexandridis; Christodoulos Peltekis; Chrysostomos Nicopoulos; Giorgos Dimitrakopoulos (IEEE Trans. Computers, 2025)

Online Alignment and Addition in Multiterm Floating-Point Adders. - Kosmas Alexandridis; Giorgos Dimitrakopoulos (IEEE Trans. Very Large Scale Integr. Syst., 2025)

FLASH-D: FlashAttention with Hidden Softmax Division. - Kosmas Alexandridis; Vasileios Titopoulos; Giorgos Dimitrakopoulos (CoRR, 2025)

Custom Algorithm-based Fault Tolerance for Attention Layers in Transformers. - Vasileios Titopoulos; Kosmas Alexandridis; Giorgos Dimitrakopoulos (CoRR, 2025)