Optimize MATLAB Denoising Code

I need help modifying existing MATLAB code to implement an Optimization-Based Denoising Autoencoders (ODAE) approach.

The project involves:
- Coding ODAE + Cuckoo Search Optimization (CSO) (refer on AE1)
- Extending to ODAE + CSO + Conjugate Gradient (CG)
- Developing ODAE + CG only
- Coding for existing NLM (refer on AE2)

Requirements:
- Modify denoising algorithm and integrate optimization
- Focus on improving noise reduction mechanism

Ideal Skills:
- Proficient in MATLAB
- Strong background in optimization algorithms
- Experience with denoising autoencoders and neural networks

I have documented parameters for the noise reduction mechanism.