Enhancing Reliability of Analog Neural Network Processors

IEEE Transactions on Very Large Scale Integration (VLSI) Systems ◽

10.1109/tvlsi.2019.2893256 ◽

2019 ◽

Vol 27 (6) ◽

pp. 1455-1459 ◽

Author(s):

Suhong Moon ◽

Kwanghyun Shin ◽

Dongsuk Jeon

Keyword(s):

Neural Network ◽

Network Processors ◽

Analog Neural Network

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VLSI design of compact and high-precision analog neural network processors

[Proceedings 1992] IJCNN International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1992.226916 ◽

2003 ◽

Author(s):

J. Choi ◽

B.J. Sheu

Keyword(s):

Neural Network ◽

High Precision ◽

Vlsi Design ◽

Network Processors ◽

Analog Neural Network

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Testing Of Programmable Analog Neural Network Processors

Proceedings of the IEEE Custom Integrated Circuits Conference ◽

10.1109/cicc.1992.591324 ◽

2005 ◽

Author(s):

S.M. Gowda ◽

Bing J. Sheu ◽

Joongho Choi

Keyword(s):

Neural Network ◽

Network Processors ◽

Programmable Analog ◽

Analog Neural Network

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Calibrating process variation at system level with in-situ low-precision transfer learning for analog neural network processors

Proceedings of the 55th Annual Design Automation Conference on - DAC '18 ◽

10.1145/3195970.3196004 ◽

2018 ◽

Author(s):

Kaige Jia ◽

Zheyu Liu ◽

Qi Wei ◽

Fei Qiao ◽

Xinjun Liu ◽

...

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Process Variation ◽

System Level ◽

Network Processors ◽

Analog Neural Network

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Calibrating Process Variation at System Level with In-Situ Low-Precision Transfer Learning for Analog Neural Network Processors

2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) ◽

10.1109/dac.2018.8465796 ◽

2018 ◽

Author(s):

Kaige Jia ◽

Zheyu Liu ◽

Qi Wei ◽

Fei Qiao ◽

Xinjun Liu ◽

...

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Process Variation ◽

System Level ◽

Network Processors ◽

Analog Neural Network

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Architecture and Design of 1-D Enhanced Cellular Neural Network Processors for Signal Detection

Cellular Neural Networks and Analog VLSI ◽

10.1007/978-1-4757-4730-0_5 ◽

1998 ◽

pp. 53-66 ◽

Author(s):

Michelle Yibing Wang ◽

Bing J. Sheu ◽

Theodore W. Berger ◽

Wayne C. Young ◽

Austin Kwang-Bo Cho

Keyword(s):

Neural Network ◽

Signal Detection ◽

Cellular Neural Network ◽

Network Processors ◽

Architecture And Design

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Implementation issues in a multi-stage feed-forward analog neural network

[Proceedings 1992] IJCNN International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1992.226915 ◽

2003 ◽

Author(s):

A. Nosratinia ◽

M. Ahmadi ◽

M. Shridhar

Keyword(s):

Neural Network ◽

Feed Forward ◽

Multi Stage ◽

Analog Neural Network

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An analog neural network circuit with a learning rule via simultaneous perturbation

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan) ◽

10.1109/ijcnn.1993.714047 ◽

2005 ◽

Author(s):

Y. Maeda ◽

H. Hirano ◽

Y. Kanata

Keyword(s):

Neural Network ◽

Learning Rule ◽

Analog Neural Network

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An accurate analysis method for complex IC analog neural network-based systems using high-level software tools

2018 IEEE 9th Latin American Symposium on Circuits & Systems (LASCAS) ◽

10.1109/lascas.2018.8399902 ◽

2018 ◽

Author(s):

A. Martinez-Nieto ◽

N. Medrano ◽

M. T. Sanz-Pascual ◽

B. Calvo

Keyword(s):

Neural Network ◽

Software Tools ◽

Analysis Method ◽

Accurate Analysis ◽

Analog Neural Network

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Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34481-7_29 ◽

2012 ◽

pp. 234-241

Author(s):

Chi-Sing Leung ◽

H. C. So ◽

Frankie K. W. Chan ◽

A. G. Constantinides

Keyword(s):

Neural Network ◽

Source Localization ◽

Time Of Arrival ◽

Network Approach ◽

Neural Network Approach ◽

Analog Neural Network

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An Analog Neural Network Computing Engine Using CMOS-Compatible Charge-Trap-Transistor (CTT)

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2018.2859237 ◽

2019 ◽

Vol 38 (10) ◽

pp. 1811-1819 ◽

Author(s):

Yuan Du ◽

Li Du ◽

Xuefeng Gu ◽

Jieqiong Du ◽

X. Shawn Wang ◽

...

Keyword(s):

Neural Network ◽

Network Computing ◽

Charge Trap ◽

Cmos Compatible ◽

Neural Network Computing ◽

Analog Neural Network

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