Hands-On One-shot Learning with Python

Writing

To write into the memory, the controller interpolates between writing to the most recently read memory rows and writing to the least recently read memory rows.

MANNs have shown promising results with a one-shot classification task on Omniglot datasets. They perform well because of their underlying model NTMs. NTMs are capable of rapidly encoding, storing, and retrieving data. They are also capable of storing both long-term and short-term weights. An NTM can be added with a MANN's approach of keeping track of the least recently used memory location to perform content-based addressing for reading and write to the least recently used ...