Search Results - "Erdeljan, Andrea"

CoNNa–Hardware accelerator for compressed convolutional neural networks by Struharik, Rastislav J.R., Vukobratović, Bogdan Z., Erdeljan, Andrea M., Rakanović, Damjan M.

“…In this paper, we propose a novel Convolutional Neural Network hardware accelerator called CoNNA, capable of accelerating pruned, quantized CNNs. In contrast…”
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IP core for efficient zero-run length compression of CNN feature maps by Erdeljan, Andrea, Vukobratović, Bogdan, Struharik, Rastislav

“…Convolutional Neural Networks (CNNs) are becoming a fundamental tool for machine learning. High performance and energy efficiency are of great importance for…”
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CoNNA - Compressed CNN Hardware Accelerator by Struharik, Rastislav, Vukobratovic, Bogdan, Erdeljan, Andrea, Rakanovic, Damjan

“…In this paper we propose a novel Convolutional Neural Network hardware accelerator, called CoNNA, capable of accelerating pruned, quantized, CNNs. In contrast…”
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IP core for efficient zero-run length compression of CNN feature maps by Erdeljan, Andrea, Vukobratovic, Bogdan, Struharik, Rastislav

“…Convolutional Neural Networks (CNNs) are becoming a fundamental tool for machine learning. High performance and energy efficiency are of great importance for…”
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Reducing off-chip memory traffic in deep CNNs using stick buffer cache by Rakanovic, Damjan, Erdeljan, Andrea, Vranjkovic, Vuk, Vukobratovic, Bogdan, Teodorovic, Predrag, Struharik, Rastislav

“…Recent studies show that traffic between the Convolutional Neural Network (CNN) accelerators and off-chip memory becomes critical with respect to the energy…”
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