Complex-Valued Neural Networks with Multi-Valued Neurons

CVNN-MVN: Complex-Valued Neural Networks with Multi-Valued Neurons

2022 Edition

MLMVN Software Simulators are available here

Lecture Notes:

Lecture 1. Introduction to Complex-Valued Neural Networks pdf

Lecture 2. Multi-Valued Logic over the Field of Complex

      Numbers and a Multi-Valued Neuron                      pdf

Lecture 3. Discrete and Continuous Multi-Valued Neurons     pdf

Lecture 4. MVN Learning: Hebbian Learning Rule                 pdf

Lecture 5. MVN Learning: Error-Correction Learning Rule  pdf

Lecture 6. Multi-Valued Neuron with a

      Periodic Activation Function                                     pdf

Lecture 7. Multilayer Neural Network with

    Multi-Valued Neurons and its Learning Algorithm  pdf 

Lecture 8. Soft Margins Concept in MLMVN and SVM         pdf

Lecture 9. Batch Learning Algorithm for MLMVN                 pdf

Lecture 10. MLMVN: Applications                                         pdf