OSELM-tensorflow

Online Sequential Extreme Learning Machine with TensorFlow

Toy example (MNIST)

$ python mnist.py
batch_size : 1100
hidden_num : 1000
Accuracy: 0.928800106

MNIST data set : http://yann.lecun.com/exdb/mnist/

Reference

Liang, Nan-Ying, et al. "A fast and accurate online sequential learning algorithm for feedforward networks." IEEE Transactions on Neural networks 17.6 (2006): 1411-1423.

http://ieeexplore.ieee.org/document/4012031/?arnumber=4012031&tag=1