A Cell Press partner journal
See the unseen. Change the unchanged.
The Innovation published by Cell Press is a new broad-scope, open access journal publishing
basic and applied research that has impact for the benefit of society.
On the cover: The pace of science and technology is accelerating, and the future is arriving much faster. During the great process of reaching the future, the now highly comprehensive and interdisciplinary network of science, so-called 'ScienceX' by The Innovation, plays a more important role than ever before. We believe the development of interdisciplinary science and technology concerns our destiny in the coming future.
  Related comments
Add comment (English only)
Name*:  
E-mail:  
Telephone:  
Code:    
Comments*:
Position: Home > issue > May 10, 2022 Volume 3, Issue 4
Accelerating deep learning with high energy efficiency: From microchip to physical systems
Category:   Commentary   Download:  PDF  Figure  Endnote
Author: Huanhao Li, Zhipeng Yu, Qi Zhao, Tianting Zhong, Puxiang Lai

c2.jpg

Diagram of deep learning realizations


In the era of digits and internet, massive data have been continuously generated from a variety of sources, including video, photo, audio, text, internet of things, etc. It is intuitive that more accurate patterns can be obtained by feeding more data for effective analysis; despite the data redundancy, a clearer picture can be delineated for better decision-making. However, traditional methods, even in machine learning, do not benefit from the expanding amount of data, whose performance nearly saturates when the data collection is large enough.





Host
ISSN 2666-6758
Publishing partner
Journal links
 
Academic co-partner
SHANGHAI INSTITUTE OF APPLIED PHYSICS, CAS
INSTITUTE OF MICROBIOLOGY, CAS
XI'AN INSTITUTE OF OPTICS AND PRECISION MECHANICS, CAS
 
Collections

Air Pollution
Astronomy
Cancer
Chemistry
COVID-19
Environment Changes
Geoscience
Life Sciences
Materials
Medicine
Physics
ScienceX / Interdiscipline

 
Stay connected
  the.innovation.journal
  TheInnovation´´ÐÂ
  TheInnovation´´ÐÂ
  The_Innovation
  office@the-innovation.org
  Official£º
Astronomy£º
Chemistry£º
Geoscience£º
Informatics£º
Life Science£º
Management£º
Materials£º
Medicine£º
Physics£º
ScienceX£º

@The_InnovationJ
@Innov_Astronomy
@InnovationChem
@Innov_Geosci
@Innov_inf
@Innov_LifeSci
@Innov_MGT
@Innov_Materials
@Innov_Medicine
@InnovationPhys
@Innov_ScienceX

  Copyright © 2019-2023 the-innovation.org All Rights Reserved