IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hyperdimensional computing with 3D VRRAM in-memory kernels: Device-architecture co-design for energy-efficient, error-resilient language recognition

2016 IEEE International Electron Devices Meeting (IEDM)

Author(s): Haitong Li ; Tony F. Wu ; Abbas Rahimi ; Kai-Shin Li ; Miles Rusch ; Chang-Hsien Lin ; Juo-Luen Hsu ; Mohamed M. Sabry ; S. Burc Eryilmaz ; Joon Sohn ; Wen-Cheng Chiu ; Min-Cheng Chen ; Tsung-Ta Wu ; Jia-Min Shieh ; Wen-Kuan Yeh ; Jan M. Rabaey ; Subhasish Mitra ; H.-S Philip Wong
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2016
Conference Location: San Francisco, CA, USA
Conference Date: 3 December 2016
ISBN (Electronic): 978-1-5090-3902-9
ISBN (USB): 978-1-5090-3901-2
ISSN (Electronic): 2156-017X
DOI: 10.1109/IEDM.2016.7838428
Regular:

The ability to learn from few examples, known as one-shot learning, is a hallmark of human cognition. Hyperdimensional (HD) computing is a brain-inspired computational framework capable of... View More

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