PIT LITERATURE by Zaion Gillot https://padlet.com/zaiongillot/bs76co4s74aagiq6 en-us 2023-09-11 13:25:52 UTC 2023-09-12 00:45:09 UTC hello@padlet.com 1. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697424402 The capacity of the RNN can be used in many temporal processing models and applications.]]> 2023-09-11 13:31:00 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697424402 2. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697424914 It cannot process very long sequences if using "tanh" or "relu" an activation function.]]> 2023-09-11 13:31:17 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697424914 2. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425066 RNN is capable of approximating nonlinear dynamical systems with great precision by realizing complex mappings.]]> 2023-09-11 13:31:22 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425066 1. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425266 Training an RNN is a very difficult task.]]> 2023-09-11 13:31:29 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425266 3. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425450 RNN can memorize previous inputs due to their internal memory.]]> 2023-09-11 13:31:35 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425450 3. zaiongillot https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425696 Gradient vanishing and exploding problems.]]> 2023-09-11 13:31:42 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2697425696 https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2698325865 https://www.youtube.com/watch?v=9jv2D6RlrSc]]> 2023-09-12 00:34:57 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2698325865 https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2698342152 https://k21academy.com/datascience-blog/machine-learning/recurrent-neural-networks/#:~:text=Recurrent%20Neural%20Networks%20enable%20you,the%20matter%20of%20vanishing%20gradients.]]> 2023-09-12 00:45:09 UTC https://padlet.com/zaiongillot/bs76co4s74aagiq6/wish/2698342152