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The Scale of Recurrent Neural Networks
AI research has a long history of pre-wiring certain things that people thought cannot be learned. In recent decades, however, systems have emerged that need less and less pre-wild knowledge. A large LSTM of today, are the type that is used in Google Translate or in Facebook Translate has maybe 1 billion connections,. Let's quickly compare that to the human brain which has a million times more.