What Is The Danger To Having Too Many Hidden Units In Your Network?

What Is The Danger To Having Too Many Hidden Units In Your Network? If you have too many hidden units, you may get low training error but still have high generalization error due to overfitting and high variance. (overfitting – A network that is not sufficiently complex can fail to detect fully the signal in