Vandana Thakur

HyST-DNA: Hybrid SRAM-TCAM DNN accelerator with genetic optimization on FPGA

Edge intelligence applications demand high-throughput and energy-efficient hardware accelerators under strict power, latency, and resource constraints in real-time environments. Conventional compute-centric architectures rely heavily on sequential multiply-accumulate (MAC) operations and frequent off-chip memory access...