Tools

To understand and implement a Multi-Layer Perceptron (MLP) with focus on architecture, activation functions, and training

  1. Dongare, A. D., R. R. Kharde, and Amit D. Kachare. "Introduction to artificial neural network." International Journal of Engineering and Innovative Technology (IJEIT) 2, no. 1 (2012): 189-194.
  2. Kukreja, H., Bharath, N., Siddesh, C.S. and Kuldeep, S., 2016. "An introduction to artificial neural network" Int J Adv Res Innov Ideas Educ, 1, pp.27-30.
  3. V. K. Singh and S. Pandey, "Minimum configuration MLP for solving XOR problem," 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2016, pp. 174-179.
  4. Popescu, Marius-Constantin, et al. "Multilayer perceptron and neural networks." WSEAS Transactions on Circuits and Systems 8.7 (2009): 579-588
  5. Akkaya, Berke & Çolakoğlu, Nurdan. (2019). Comparison of Multi-class Classification Algorithms on Early Diagnosis of Heart Diseases.