From Tokens to Transformers: Addendum A

From DNNs to RNNs to LSTMs: A Three-Part Journey

Prefer the nuts-and-bolts? So, there…

Photo by Marcos Paulo Prado on Unsplash

Not a member? Read the full story here.

You’ll find the mathematical expressions in the main flow. Prefer to build intuition first? Skip to the Intuition sections, where the ideas are unpacked in plain language and short analogies before we circle back to the formalism. Or, you may choose to ignore the math altogether.

Recurrent Neural Network

Schematic diagram of LSTM