In this video we explore how the Gated Recurrent Unit (GRU) cell works.
Related Videos
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Reset gate discussion: • Why The Reset Gate is Necessary in GRUs
How LSTM works: • Long Short-Term Memory (LSTM) Equatio...
Part 1 of the RNN Vanishing Gradients: • Why Recurrent Neural Networks Suffer ...
Part 2 of the RNN Vanishing Gradients: • Why Recurrent Neural Networks (RNN) S...
References
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches (introduces GRU): https://arxiv.org/abs/1409.1259
Contents
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Intro
00:12 - GRU Overview
02:01 - Reset Gate
03:05 - Candidate Hidden State
04:23 - Update Gate
07:21 - LSTM vs GRU
08:51 - Outro
Follow Me
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
🐦 Twitter: @datamlistic / datamlistic
📸 Instagram: @datamlistic / datamlistic
📱 TikTok: @datamlistic / datamlistic
Channel Support
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
► Patreon: / datamlistic
► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
#gru #gatedrecurrentunit #rnn
Watch video Gated Recurrent Unit (GRU) Equations Explained online without registration, duration hours minute second in high quality. This video was added by user DataMListic 28 August 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 11,771 once and liked it 130 people.