Linu Pinto

Employment

• Cochin University of Science and Technology Assistant professor
  2023 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Towards the theory for mitigating gradient issues and dead neurons in deep learning through a modified Gaussian activation function
  Neural Networks 2026 DOI: 10.1016/j.neunet.2025.108353
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• Equivalence class and modified Gaussian methods for normalization of time series data on AI models
  Expert Systems with Applications 2025 DOI: 10.1016/j.eswa.2025.127166
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• Quantification on the Generalization Performance of Deep Neural Network with Tychonoff Separation Axioms
  Information Sciences 2022 DOI: 10.1016/j.ins.2022.06.065
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• On the stability and generalization of neural networks with VC dimension and fuzzy feature encoders
  Journal of the Franklin Institute 2021 DOI: 10.1016/j.jfranklin.2021.08.023
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