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- Hung-Han Chen, Michael T. Manry, Hema Chandrasekaran
- Conference Record of The Thirtieth Asilomarâ€¦
- 1996

A fast algorithm is presented for the training of multilayer perceptron neural networks. In each iteration, there are two passes through the training data. In the first pass, linear equations areâ€¦ (More)

- William J. Borucki, David G. Koch, +68 authors Andrej PrÅ¡a
- Science
- 2010

The Kepler mission was designed to determine the frequency of Earth-sized planets in and near the habitable zone of Sun-like stars. The habitable zone is the region where planetary temperatures areâ€¦ (More)

- Hema Chandrasekaran, Hung-Han Chen, Michael T. Manry
- Neurocomputing
- 2000

To obtain both good training performance and good generalization in multilayer perceptron (MLP) networks, it is essential to use small networks that avoid over"tting the training data. A commonâ€¦ (More)

- William J. Borucki, David G. Koch, +59 authors Hayley Wu
- 2011

In the spring of 2009, the Kepler Mission commenced high-precision photometry on nearly 156,000 stars to determine the frequency and characteristics of small exoplanets, conduct a guest observerâ€¦ (More)

- Stephen T. Bryson, Jon M. Jenkins, +8 authors Michael R. Haas
- 2010

The Kepler mission monitors > 100, 000 stellar targets using 42 2200Ã—1024 pixel CCDs. Bandwidth constraints prevent the downlink of all 96 million pixels per 30-minute cadence, so the Keplerâ€¦ (More)

- Hema Chandrasekaran, Jiang Li, Walter H. Delashmit, Pramod Lakshmi Narasimha, Changhua Yu, Michael T. Manry
- Neurocomputing
- 2007

Piecewise linear networks (PLNs) are attractive because they can be trained quickly and provide good performance in many nonlinear approximation problems. Most existing design algorithms forâ€¦ (More)

- Jon M. Jenkins, Douglas A. Caldwell, +27 authors William J. Borucki
- 2010

The Kepler Mission Science Operations Center (SOC) performs several critical functions including managing the âˆ¼156,000 target stars, associated target tables, science data compression tables andâ€¦ (More)

- Jon M. Jenkins, Hema Chandrasekaran, +7 authors Lawrence Livermore
- 2010

The Kepler Mission simultaneously measures the brightness of more than 160,000 stars every 29.4 minutes over a 3.5-year mission to search for transiting planets. Detecting transits is aâ€¦ (More)

- Hema Chandrasekaran, Michael T. Manry
- IJCNN
- 1999

A piecewise linear neural network (PLNN) is discussed which maps N-dimensional input vectors into Mdimensional output vectors. A convergent algorithm for designing the PLNN from training data isâ€¦ (More)

A fast method for sizing the multilayer perceptron is proposed. The principal assumption is that a modular network with the same theoretical pattern storage as the multilayer perceptron has the sameâ€¦ (More)