26 citations · 117 across the 27 of their papers we have counts for
4 papers · 1 filter
Robust exponential memory in Hopfield networks
Christopher Hillar, Ngoc M. Tran
The Hopfield recurrent neural network is a classical auto-associative model of memory, in which collections of symmetrically-coupled McCulloch-Pitts neurons interact to perform eme…
A binary Hopfield network with information rate and applications to grid cell decoding
Ila Fiete, David J. Schwab, Ngoc M. Tran
A Hopfield network is an auto-associative, distributive model of neural memory storage and retrieval. A form of error-correcting code, the Hopfield network can learn a set of patte…
Zeros of random tropical polynomials, random polytopes and stick-breaking
Francois Baccelli, Ngoc Mai Tran
For , let be independent and identically distributed random variables with distribution with support . The number of zeros of the random…
Principal Component Analysis in an Asymmetric Norm
Ngoc Mai Tran, Maria Osipenko, Wolfgang Karl Haerdle
Principal component analysis (PCA) is a widely used dimension reduction tool in the analysis of many kind of high-dimensional data. It is used in signal processing, mechanical engi…