Spectral domain convolutional neural network optimized for computational workload and memory access cost

Conventional convolutional neural networks (CNNs), which are realized in the spatial domain, present a high computationalworkload and memory access cost (CMC). Spectral domain CNNs (SpCNNs) offer a computationally efficient approach for performing CNN training and inference. State-of-the-art SpCNNs...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Rizvi, Shahriyar Masud
स्वरूप: थीसिस
भाषा:अंग्रेज़ी
प्रकाशित: 2023
विषय:
ऑनलाइन पहुंच:http://eprints.utm.my/102817/1/ShahriyarMasudRizviPSKE2023.pdf.pdf