More about my work can be found at:
- JP @ ResearchGate.
- JP @ SOURCEFORGE.
- JP @ Papers with Code.
- JP @ YouTube.
- JP @ Amazon Books.
- JP @ kaggle.
- JP @ Hugging Face.
- JP @ Home.
Optimizing the first layers of a convolutional neural network:
- Color-aware two-branch DCNN for efficient plant disease classification.
- Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches.
Optimizing deep layers of a convolutional neural network:
- Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks.
- An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints.
Publicações em Português:
- A Evolução dos Algoritmos Mentais.
- Da Física à Inteligência Extrassomática.
- Inteligência Artificial Popperiana.
- Operações Lógicas Quânticas e Colorabilidade de Grafos.
JP's doctoral thesis can be read here.