Fok, R., An,A, Rasheid, Z., and Wang, X. (2018) Decoupling the Layers in Residual Networks, International Conference of Learning Representations (ICLR), 2018. Accepted.
We propose a decouple strategy to train Residual Network in a much faster fashion.
US. Patent Application has been filed based on this algorithm.
Gold, N, Frasch, M., Herry C. , Richardson B and Wang, X. (2018). A Doubly Stochastic Change Point Detection Algorithm for Noisy Biological Signal. Frontiers in Physiology- Computational Physiology and Medicine. To Appear.
Comment: We present a novel algorithm that can handle ECG readings and other biological signals in medicine and health care. It has been shown that it is much more reliable than the classical algorithms when tested on real data sets.