Neural network, how to make it become faster Hasegawa lab, Paper Alert, 20151109

1. NEURAL NETWORK – FASTER AND
FASTER
PAPER ALERT@2015-11-09
Tran Quoc Hoan

2. Papers
 Learning Separable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence (2013)

4. Tensor decomposition

5. Performances

6. Papers
 Neural Networks with Few Multiplications
(October, 2015) http://arxiv.org/pdf/1510.03009.pdf

7. Binary connect
 Forward computation y = h(Wx + b)
 Binary connect

8. Ternary connect

9. Back propagation

10. Performances