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

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cs.AR2025

Efficient Deployment of CNN Models on Multiple In-Memory Computing Units

Eleni Bougioukou, Theodore Antonakopoulos

In-Memory Computing (IMC) represents a paradigm shift in deep learning acceleration by mitigating data movement bottlenecks and leveraging the inherent parallelism of memory-based…

cs.AR2025★ 2 cited

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…