Today I read a paper titled “Instantaneously Trained Neural Networks”
The abstract is:
This paper presents a review of instantaneously trained neural networks (ITNNs).
These networks trade learning time for size and, in the basic model, a new hidden node is created for each training sample.
Various versions of the corner-classification family of ITNNs, which have found applications in artificial intelligence (AI), are described.
Implementation issues are also considered.