IEEE - Institute of Electrical and Electronics Engineers, Inc. - 14.4 All-Digital Time-Domain CNN Engine Using Bidirectional Memory Delay Lines for Energy-Efficient Edge Computing

2019 IEEE International Solid- State Circuits Conference - (ISSCC)

Author(s): Aseem Sayal ; Shirin Fathima ; S. S. Teja Nibhanupudi ; Jaydeep P. Kulkarni
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2019
Conference Location: San Francisco, CA, USA, USA
Conference Date: 17 February 2019
Page(s): 228 - 230
ISBN (Electronic): 978-1-5386-8531-0
ISSN (Electronic): 2376-8606
DOI: 10.1109/ISSCC.2019.8662510
Regular:

Convolutional Neural Networks (CNN) provide superior classification accuracy in a variety of machine learning applications, such as image/speech/sensor data processing. However, CNNs require... View More

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