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Publications in Artificial Intelligence

Inference, Learning and Attention Mechanisms That Exploit and Preserve Sparsity in CNNs

International Journal of Computer Vision
Computer VisionPattern RecognitionArtificial IntelligenceSoftware
2020English

Robust Blind Learning Algorithm for Nonlinear Equalization Using Input Decision Information

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2015English

2016 IEEE Symposium Series on Computational Intelligence

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2016English

Spatio-Temporal Learning With the Online Finite and Infinite Echo-State Gaussian Processes

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2015English

Enhancing Function Approximation Abilities of Neural Networks by Training Derivatives

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2020English

Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2017English

An Equivalence Between Adaptive Dynamic Programming With a Critic and Backpropagation Through Time

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2013English

Natural Language Statistical Features of LSTM-Generated Texts

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2019English

Clone-Based Encoded Neural Networks to Design Efficient Associative Memories

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2019English

Distributed Training for Multi-Layer Neural Networks by Consensus

IEEE Transactions on Neural Networks and Learning Systems
Computer NetworksSoftwareComputer Science ApplicationsArtificial IntelligenceCommunications
2020English

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