Neural networks and constant values in input
If there is a forth channel of some constant values (ones, for instance) in an RGB image, will a neural network learn to nullify the weights related to this channel? Or will it leave the weights as is and adjust a bias? What about a column of constant values in some tabular data? Will it affect a neural network in some way?
neural-network
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
add a comment |
If there is a forth channel of some constant values (ones, for instance) in an RGB image, will a neural network learn to nullify the weights related to this channel? Or will it leave the weights as is and adjust a bias? What about a column of constant values in some tabular data? Will it affect a neural network in some way?
neural-network
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
What does mean by4thchannel, are you considering depth information of rgb image?
– Ankish Bansal
Jan 19 at 4:59
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02
add a comment |
If there is a forth channel of some constant values (ones, for instance) in an RGB image, will a neural network learn to nullify the weights related to this channel? Or will it leave the weights as is and adjust a bias? What about a column of constant values in some tabular data? Will it affect a neural network in some way?
neural-network
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
If there is a forth channel of some constant values (ones, for instance) in an RGB image, will a neural network learn to nullify the weights related to this channel? Or will it leave the weights as is and adjust a bias? What about a column of constant values in some tabular data? Will it affect a neural network in some way?
neural-network
neural-network
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
edited Jan 18 at 19:08
Aleksei Solovev
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
asked Jan 18 at 19:01
Aleksei SolovevAleksei Solovev
4016
4016
What does mean by4thchannel, are you considering depth information of rgb image?
– Ankish Bansal
Jan 19 at 4:59
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02
add a comment |
What does mean by4thchannel, are you considering depth information of rgb image?
– Ankish Bansal
Jan 19 at 4:59
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02
What does mean by
4th channel, are you considering depth information of rgb image?– Ankish Bansal
Jan 19 at 4:59
What does mean by
4th channel, are you considering depth information of rgb image?– Ankish Bansal
Jan 19 at 4:59
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02
add a comment |
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What does mean by
4thchannel, are you considering depth information of rgb image?– Ankish Bansal
Jan 19 at 4:59
It's an example. Any channel filled with constant values will do.
– Aleksei Solovev
Jan 19 at 7:02