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Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations

Physica. D, 2006-02, Vol.214 (1), p.88-99

2006

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Deep Learning in the Wild

Artificial Neural Networks in Pattern Recognition, p.17-38

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Lyapunov Method and Convergence of the Full-Range Model of CNNs

IEEE transactions on circuits and systems. I, Regular papers, 2008-12, Vol.55 (11), p.3528-3541

2008

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Power-Delay-Area-Noise Margin Tradeoffs in Positive-Feedback MOS Current-Mode Logic

IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2007-09, Vol.54 (9), p.1916-1928

2007

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Automatic Hand Sign Recognition: Identify Unusuality Through Latent Cognizance

Artificial Neural Networks in Pattern Recognition, p.255-267

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Effect of Equality Constraints to Unconstrained Large Margin Distribution Machines

Artificial Neural Networks in Pattern Recognition, 2018, p.41-53

2018

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Classification Uncertainty of Deep Neural Networks Based on Gradient Information

Artificial Neural Networks in Pattern Recognition, p.113-125

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Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text

Artificial Neural Networks in Pattern Recognition, p.90-101

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Modeling and evaluation of positive-feedback source-coupled logic

IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2004-12, Vol.51 (12), p.2345-2355

2004

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Exploiting Hysteresys in MCML Circuits

IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 2006-11, Vol.53 (11), p.1170-1174

2006

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Extracting Gamma-Ray Information from Images with Convolutional Neural Network Methods on Simulated Cherenkov Telescope Array Data

Artificial Neural Networks in Pattern Recognition, p.243-254

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Historical Handwritten Document Segmentation by Using a Weighted Loss

Artificial Neural Networks in Pattern Recognition, p.395-406

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Limit Set Dichotomy and Multistability for a Class of Cooperative Neural Networks With Delays

IEEE transaction on neural networks and learning systems, 2012-09, Vol.23 (9), p.1473-1485

2012

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Anomaly Pattern Recognition with Privileged Information for Sensor Fault Detection

Artificial Neural Networks in Pattern Recognition, p.320-332

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Global Robust Stability Criteria for Interval Delayed Full-Range Cellular Neural Networks

IEEE transaction on neural networks and learning systems, 2011-04, Vol.22 (4), p.666-671

2011

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GLOBAL CONSISTENCY OF DECISIONS AND CONVERGENCE OF COMPETITIVE CELLULAR NEURAL NETWORKS

International journal of bifurcation and chaos in applied sciences and engineering, 2007-09, Vol.17 (9), p.3127-3150

2007

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Object Detection in Floor Plan Images

Artificial Neural Networks in Pattern Recognition, p.383-394

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Limit Set Dichotomy and Convergence of Cooperative Piecewise Linear Neural Networks

IEEE transactions on circuits and systems. I, Regular papers, 2011-05, Vol.58 (5), p.1052-1062

2011

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SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation

Artificial Neural Networks in Pattern Recognition, p.102-112

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A note on the dichotomy of limit sets for cooperative CNNs with delays

2010 IEEE International Symposium on Circuits and Systems (ISCAS), 2010, p.2035-2038

2010

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Convergence of a Class of Cooperative Standard Cellular Neural Network Arrays

IEEE transactions on circuits and systems. I, Regular papers, 2012-04, Vol.59 (4), p.772-783

2012

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Manifold Learning Regression with Non-stationary Kernels

Artificial Neural Networks in Pattern Recognition, p.152-164

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Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations

Deep Learning in the Wild

Lyapunov Method and Convergence of the Full-Range Model of CNNs

Power-Delay-Area-Noise Margin Tradeoffs in Positive-Feedback MOS Current-Mode Logic

Automatic Hand Sign Recognition: Identify Unusuality Through Latent Cognizance

Effect of Equality Constraints to Unconstrained Large Margin Distribution Machines

Classification Uncertainty of Deep Neural Networks Based on Gradient Information

Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text

Modeling and evaluation of positive-feedback source-coupled logic

Exploiting Hysteresys in MCML Circuits

Extracting Gamma-Ray Information from Images with Convolutional Neural Network Methods on Simulated Cherenkov Telescope Array Data

Historical Handwritten Document Segmentation by Using a Weighted Loss

Limit Set Dichotomy and Multistability for a Class of Cooperative Neural Networks With Delays

Anomaly Pattern Recognition with Privileged Information for Sensor Fault Detection

Global Robust Stability Criteria for Interval Delayed Full-Range Cellular Neural Networks

GLOBAL CONSISTENCY OF DECISIONS AND CONVERGENCE OF COMPETITIVE CELLULAR NEURAL NETWORKS

Object Detection in Floor Plan Images

Limit Set Dichotomy and Convergence of Cooperative Piecewise Linear Neural Networks

SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation

A note on the dichotomy of limit sets for cooperative CNNs with delays

PHoG Features and Kullback-Leibler Divergence Based Ranking Method for Handwriting Recognition

Combining Classical and Deep Learning Methods for Twitter Sentiment Analysis

FOURTH-ORDER NEARLY-SYMMETRIC CNNS EXHIBITING COMPLEX DYNAMICS

Convergence of a Class of Cooperative Standard Cellular Neural Network Arrays

Manifold Learning Regression with Non-stationary Kernels

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