In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision

21 December 2022

Papers citing "In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision"

7 / 7 papers shown

Title
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors Md. Abdullah-Al Kaiser Sreetama Sarkar P. Beerel Akhilesh R. Jaiswal Gourav Datta 20 2 0 25 Sep 2024
MaskVD: Region Masking for Efficient Video Object Detection Sreetama Sarkar Gourav Datta Souvik Kundu Kai Zheng Chirayata Bhattacharyya P. Beerel 21 3 0 16 Jul 2024
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs Fang Chen Gourav Datta Mujahid Al Rafi Hyeran Jeon Meng Tang 91 1 0 06 Jun 2024
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks Gourav Datta Zeyu Liu James Diffenderfer B. Kailkhura P. Beerel 33 0 0 12 Dec 2023
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to Technology Souvik Kundu Rui-jie Zhu Akhilesh R. Jaiswal P. Beerel 30 4 0 02 Dec 2023
Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types Yue Hu Gourav Datta Kira Beerel P. Beerel 14 3 0 15 Sep 2023
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs Gourav Datta Haoqing Deng R. Aviles P. Beerel 91 10 0 23 Oct 2022