A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations

Anastasios Petropoulos, Theodore Antonakopoulos

Deep neural network (DNN) inference relies increasingly on specialized hardware for high computational efficiency. This work introduces a field-programmable gate array (FPGA)-based…