/Quadratic-Dense-Layer

Quadratic Dense Layer which follows the Transformation equation of Z = WT1.X^2 + WT2.X + b

Primary LanguageJupyter NotebookMIT LicenseMIT

Implimenting A Dense Quadratic layer from scratch

In this Notebook I have Implimented a Dense layer from scratch which has transformation equation of Z = WT1.X^2 + WT2.X + b , which is inherently a non-Linear transformation.

Results

On a single Neuron instance I was able to achive an improvment of 0.9% in accuracy

Built With

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests.

Authors

See also the list of contributors who participated in this project.

License

This project is licensed under the MIT License - see the LICENSE.md file for details