Research Article
Deep Neural Networks with Multistate Activation Functions
Table 5
Final WERs and the
-test results of the DNNs without pretraining.
| | Activation function | WER (%) | -test significance |
| | Logistic | 14.44 | / |
| | Two-order MSAF | 14.31 | | | Three-order MSAF | 14.14 | | | SYM-MSAF | 14.00 | |
| | Two-order MSAF and MN | 14.04 | | | Three-order MSAF and MN | 14.04 | | | SYM-MSAF and MN | 13.60 | |
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