Neural Networks and the Emergence of Learning (SDETTI, 2023)
- Project type Scientific Research Paper
- Date 6th of Oct 2023
- My Role Author
- Topics Emergent phenomenons in the realm of machines
- Keywords AI, Consciousness, Continual Learning, Knowledge representation, Neural Networks
- Skills developed General ML and Math knowledge, Better understanding of consciousness studies
- My ORCID 0009-0007-8424-4895
- Paper Download PDF
- Presentation Slides
- GitHub Open Source Code
My paper at the Doctoral Symposium on Electronics, Telecommunications & Information Technology, October 2023.
We employ a single-neuron model to examine mathematical functions and learning algorithms, such as Sigmoid activation and backpropagation.
The paper challenges reductionist approaches and calls for integrative methods to understand the complex dynamics underlying both artificial and natural learning systems.
- Java stack: Spring Boot, Spring Web, Thymeleaf, Lombok, org.json, Log4j
- Python stack: numpy, tensorflow, matplotlib, scikit-image