Predictive Coding Deep Neural Network in Chainer with Tensorboard
softwareposted on 08.07.2020, 02:24 by Eiji Watanabe
The PredNet*, written in Keras, was ported to Chainer and reconstructed for convenience.Visualization of internal images in the network models was performed using a self-made converter program and Tesorboard in Tensorflow.
Required for operation
sudo pip install tensorboard-chainer
*Lotter, W., Kreiman, G., & Cox, D., Deep predictive coding networks for video prediction and unsupervised learning, arXiv 1605.08104.
This program is new version used in
Watanabe E, Kitaoka A, Sakamoto K, Yasugi M and Tanaka K, Illusory Motion Reproduced by Deep Neural Networks Trained for Prediction. Frontiers in Psychology 9:345. doi: 10.3389/fpsyg.2018.00345 (2018)