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Fractional-Order Optimization

Innovative algorithms enhancing neural networks through advanced fractional-order gradient descent techniques.

Fractional-Order Optimization

Advanced algorithms for optimizing neural networks using fractional-order techniques and methodologies.

Abstract flowing lines create a layered pattern in shades of brown and black, with smooth curves and a sense of depth and motion.
Abstract flowing lines create a layered pattern in shades of brown and black, with smooth curves and a sense of depth and motion.
Fractional-Order SGD

Implementing fractional-order stochastic gradient descent for enhanced performance.

Fractional-Order Adam

Utilizing fractional-order Adam optimizer for improved training efficiency and accuracy.

Benchmark Testing

Conducting tests on benchmark datasets to evaluate optimizer effectiveness and performance.

Research

Exploring fractional-order algorithms for neural networks.

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