Search Results for author: Surya Selvam

Found 2 papers, 1 papers with code

Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms

no code implementations23 Mar 2024 Shrihari Sridharan, Surya Selvam, Kaushik Roy, Anand Raghunathan

On several state-of-art networks for a range of autonomous navigation tasks, Ev-Edge achieves 1. 28x-2. 05x improvements in latency and 1. 23x-2. 15x in energy over an all-GPU implementation on the NVIDIA Jetson Xavier AGX platform for single-task execution scenarios.

Autonomous Navigation Event-based vision +1

FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays

1 code implementation27 May 2021 Surya Selvam, Vinod Ganesan, Pratyush Kumar

The resultant computation is systolic and efficiently utilizes the systolic array with a slightly modified dataflow.

Neural Architecture Search

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