PCNNA: A Photonic Convolutional Neural Network Accelerator

23 Jul 2018Armin MehrabianYousra Al-KabaniVolker J SorgerTarek El-Ghazawi

Convolutional Neural Networks (CNN) have been the centerpiece of many applications including but not limited to computer vision, speech processing, and Natural Language Processing (NLP). However, the computationally expensive convolution operations impose many challenges to the performance and scalability of CNNs... (read more)

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