Chandra Dhir

Hessian-free optimization for learning deep multidimensional recurrent neural networks

2015 · Neural Information Processing Systems

Multidimensional recurrent neural networks (MDRNNs) have shown a remarkable performance in the area of speech and handwriting recognition. The performance of an MDRNN is improved by further increasing its depth, and the difficulty of learning …