2 papers
cs.LG2025
Forward-Cooperation-Backward (FCB) learning in a Multi-Encoding Uni-Decoding neural network architecture
Prasun Dutta, Koustab Ghosh, Rajat K. De
The most popular technique to train a neural network is backpropagation. Recently, the Forward-Forward technique has also been introduced for certain learning tasks. However, in re…
cs.LG2024
Input Guided Multiple Deconstruction Single Reconstruction neural network models for Matrix Factorization
Prasun Dutta, Rajat K. De
Referring back to the original text in the course of hierarchical learning is a common human trait that ensures the right direction of learning. The models developed based on the c…