New NN Architechture - Efficiently Updating Neural Networks

Posted By: OptimusPrime

New NN Architechture - Efficiently Updating Neural Networks - 10/24/20 14:52

Hi Team:

Please take a look at this new NN architecture that is making waves in computer chess circles. Perhaps there is opportunity to integrate this in Zorro. It appears to have wide application.

In 2018, Yu Nasu introduced a new evaluation function based on a shallow neural network whose heavily overparametrized input layer outputs are incrementally updated.

https://www.chessprogramming.org/NNUE

https://www.chessprogramming.org/Yu_Nasu

Thank you so much
Optimus
Posted By: OptimusPrime

Re: New NN Architechture - Efficiently Updating Neural Networks - 10/25/20 16:05

https://arxiv.org/abs/1612.05231
Posted By: jcl

Re: New NN Architechture - Efficiently Updating Neural Networks - 10/30/20 10:45

RNNs with unitary matrices can be probably already built with Tensorflow or MxNet.
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