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eess.SP2024★ 1 cited
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators
Jun Yin, Linyan Mei, Andre Guntoro +1
Spatio-Temporal Convolutional Neural Networks (ST-CNN) allow extending CNN capabilities from image processing to consecutive temporal-pattern recognition. Generally, state-of-the-a…
eess.SP2024★ 32 cited
Analog or Digital In-memory Computing? Benchmarking through Quantitative Modeling
Jiacong Sun, Pouya Houshmand, Marian Verhelst
In-Memory Computing (IMC) has emerged as a promising paradigm for energy-efficient, throughput-efficient and area-efficient machine learning at the edge. However, the differences i…