Feature normalization - Githubissues

dmccloskey / EvoNet

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Feature normalization #61

Closed dmccloskey closed 6 years ago

dmccloskey commented 6 years ago

Description

Feature normalization: between net input and net output, performed across a feature set

Objectives

[x] mean NodeIntegration
[x] with tests
[x] count NodeIntegration
[x] with tests
[x] pow,b and log,b NodeActivation types
[x] with tests
[x] addFeatureNormalization method in ModuleBuilder
[x] with tests

References

Ioffe et al, 2015 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. arXiv:1502.03167v3

dmccloskey commented 6 years ago

[WIP]

current branch feature/MeanIntegration