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cs.AR2024★ 2 cited
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical Investigation
Tushar Prasanna Swaminathan, Christopher Silver, Thangarajah Akilan
The proliferation of complex deep learning (DL) models has revolutionized various applications, including computer vision-based solutions, prompting their integration into real-tim…
cs.CV2024
Phasor-Driven Acceleration for FFT-based CNNs
Eduardo Reis, Thangarajah Akilan, Mohammed Khalid
Recent research in deep learning (DL) has investigated the use of the Fast Fourier Transform (FFT) to accelerate the computations involved in Convolutional Neural Networks (CNNs) b…