DeepCAM: A Fully CAM-based Inference Accelerator with Variable Hash Lengths for Energy-efficient Deep Neural Networks

Author:

Nguyen Duy-Thanh1,Bhattacharjee Abhiroop1,Moitra Abhishek1,Panda Priyadarshini1

Affiliation:

1. Yale University,Department of Electrical Engineering,USA

Funder

National Science Foundation

Publisher

IEEE

Reference27 articles.

1. Imagenet classification with deep convolutional neural networks;krizhevsky;NIPS,2012

2. Hardware-software co-design of an in-memory transformer network accelerator;laguna;FRONTIERS,2022

3. In-memory computing based accelerator for trans-former networks for long sequences;laguna;DATE,2021

4. The future of ferroelectric field-effect transistor technology

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1. Full-Stack Optimization for CAM-Only DNN Inference;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

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