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cs.CV2018
Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit
Seyed H. F. Langroudi, Tej Pandit, Dhireesha Kudithipudi
Performing the inference step of deep learning in resource constrained environments, such as embedded devices, is challenging. Success requires optimization at both software and ha…
cs.CV2017
Convolutional Drift Networks for Video Classification
Dillon Graham, Seyed Hamed Fatemi Langroudi, Christopher Kanan +1
Analyzing spatio-temporal data like video is a challenging task that requires processing visual and temporal information effectively. Convolutional Neural Networks have shown promi…