SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks - Ranjan, Rohit; Ullah, Salim; Sahoo, Siva Satyendra; Kumar, Akash (2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC), 2023)
Keywords: AI-based Exploration; Approximate Computing; Arithmetic Operator Design; Asia; Circuit Synthesis; Computer architecture; Computer systems organization; Computer systems organization -- Architectures; Computer systems organization -- Architectures -- Other architectures; Computer systems organization -- Architectures -- Other architectures -- Neural networks; Computing methodologies; Computing methodologies -- Machine learning; Computing methodologies -- Machine learning -- Machine learning approaches; Computing methodologies -- Machine learning -- Machine learning approaches -- Learning latent representations; Degradation; Design automation; Generative adversarial networks; Hardware; Hardware -- Electronic design automation; Hardware -- Electronic design automation -- Logic synthesis; Hardware -- Electronic design automation -- Logic synthesis -- Combinational synthesis; Hardware -- Integrated circuits; Hardware -- Integrated circuits -- Reconfigurable logic and FPGAs; Hardware -- Integrated circuits -- Reconfigurable logic and FPGAs -- Hardware accelerators; Hardware -- Integrated circuits -- Reconfigurable logic and FPGAs -- Programmable logic elements; Hardware -- Integrated circuits -- Reconfigurable logic and FPGAs -- Reconfigurable logic applications; Privacy; Training; AI-based exploration; arithmetic operator design; approximate computing; circuit synthesis