Muhammad Shafique

LLMs can generate hardware designs that are functionally correct but often lag in timing performance, revealing a complex trade-off in financial FPGA design.

Achieving 63.6% power savings and 40.4% area reduction, MDTransformer redefines efficiency in photonic transformer accelerators without sacrificing performance.