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 # Stockfish NNUE
 
 ## Overview
-Stockfish NNUE is a port of a shogi NN called NNUE (efficiently updateable neural network backwards) to Stockfish 11.
+Stockfish NNUE is a port of a shogi neural network named NNUE (efficiently updateable neural network backwards) to Stockfish 11.
 
 ## Training Guide
 ### Generating Training Data