A digital hardware pulse-mode neuron with piecewise linear activation function

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2003.816058 ◽

2003 ◽

Vol 14 (5) ◽

pp. 1028-1037 ◽

Author(s):

H. Hikawa

Keyword(s):

Piecewise Linear ◽

Activation Function ◽

Digital Hardware

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Hardware pulse mode neural network with piecewise linear activation function neurons

2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353) ◽

10.1109/iscas.2002.1011040 ◽

2003 ◽

Author(s):

H. Hikawa

Keyword(s):

Neural Network ◽

Piecewise Linear ◽

Activation Function ◽

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Erratum: Simple sigmoid-like activation function suitable for digital hardware implementation

Electronics Letters ◽

10.1049/el:19921181 ◽

1992 ◽

Vol 28 (19) ◽

pp. 1852

Author(s):

H.K. Kwan

Keyword(s):

Hardware Implementation ◽

Activation Function ◽

Digital Hardware

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Realization of limit cycles by neural networks with piecewise linear activation function

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005. ◽

10.1109/ecctd.2005.1523047 ◽

2006 ◽

Author(s):

N. Takahashi ◽

T. Yamakawa ◽

T. Nishi

Keyword(s):

Neural Networks ◽

Limit Cycles ◽

Piecewise Linear ◽

Activation Function

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A new chaotic Hopfield network with piecewise linear activation function

Chinese Physics B ◽

10.1088/1674-1056/19/3/030514 ◽

2010 ◽

Vol 19 (3) ◽

pp. 030514 ◽

Author(s):

Zheng Peng-Sheng ◽

Tang Wan-Sheng ◽

Zhang Jian-Xiong

Keyword(s):

Piecewise Linear ◽

Activation Function ◽

Hopfield Network

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Digital pulse mode neuron with robust nonlinear activation function

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1381069 ◽

2005 ◽

Author(s):

H. Hikawa

Keyword(s):

Activation Function ◽

Digital Pulse ◽

Nonlinear Activation Function

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Finite-Time Convergent Recurrent Neural Network With a Hard-Limiting Activation Function for Constrained Optimization With Piecewise-Linear Objective Functions

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2011.2104979 ◽

2011 ◽

Vol 22 (4) ◽

pp. 601-613 ◽

Author(s):

Qingshan Liu ◽

Jun Wang

Keyword(s):

Neural Network ◽

Constrained Optimization ◽

Recurrent Neural Network ◽

Finite Time ◽

Piecewise Linear ◽

Activation Function ◽

Objective Functions ◽

Linear Objective Functions

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Deep Learning Classifier with Piecewise Linear Activation Function: An Empirical Evaluation with Intraday Financial Data

The Journal of Financial Data Science ◽

10.3905/jfds.2019.1.018 ◽

2019 ◽

Vol 2 (1) ◽

pp. 94-115

Author(s):

Soham Banerjee ◽

Diganta Mukherjee

Keyword(s):

Deep Learning ◽

Piecewise Linear ◽

Empirical Evaluation ◽

Activation Function ◽

Financial Data ◽

Learning Classifier

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Implementation of a digital neuron with nonlinear activation function using piecewise linear approximation technique

2007 Internatonal Conference on Microelectronics ◽

10.1109/icm.2007.4497664 ◽

2007 ◽

Author(s):

Amit Mishra ◽

Zaheeruddin ◽

Krishna Raj

Keyword(s):

Linear Approximation ◽

Piecewise Linear ◽

Activation Function ◽

Piecewise Linear Approximation ◽

Approximation Technique ◽

Nonlinear Activation Function

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Efficient implementation of piecewise linear activation function for digital VLSI neural networks

Electronics Letters ◽

10.1049/el:19891114 ◽

1989 ◽

Vol 25 (24) ◽

pp. 1662 ◽

Author(s):

D.J. Myers ◽

R.A. Hutchinson

Keyword(s):

Neural Networks ◽

Piecewise Linear ◽

Activation Function ◽

Efficient Implementation ◽

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A new digital pulse-mode neuron with adjustable activation function

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2002.804312 ◽

2003 ◽

Vol 14 (1) ◽

pp. 236-242 ◽

Author(s):

H. Hikawa

Keyword(s):

Activation Function ◽

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