%Neural Networks and Machine Learning
@article{gel_tim_neco,
author = {E. Gelenbe and S. Timotheou},
title = "{Random Neural Networks with Synchronised Interactions}",
journal = "{Neural Computation}",
volume = {20},
number = {9},
pages = {2308--2324},
year = {2008},
pdf = "publications/NECO_Gelenbe_Timotheou.pdf",
}
@misc{gel_tim_tcj,
author = {E. Gelenbe and S. Timotheou},
title = "{Synchronised Interactions in Spiked Neuronal Networks}",
howpublished = "{to appear in {\em The Computer Journal}, Oxford Journals}",
year = {2008},
pdf = "publications/TCJ_Gelenbe_Timotheou.pdf",
}
@inproceedings{icann08_tim,
author = "S. Timotheou",
title = "Nonnegative Least Squares Learning for the Random Neural Network",
booktitle = "Proceedings of the 18th International Conference on Artificial Neural Networks, Prague, Czech Republic",
pages = "195-204",
year = "2008",
pdf = "publications/ICANN08_Timotheou.pdf",
}
@inproceedings{isnn08_tim,
author = "S. Timotheou",
title = "A novel weight initialization method for the Random Neural Network",
booktitle = "Fifth International Symposium on Neural Networks (ISNN), Beijing, China",
year = "2008",
pdf = "publications/ISNN08_Timotheou.pdf"
}
i
@ARTICLE{GK04,
AUTHOR = "E. Gelenbe and T. Ko\c{c}ak and Rong Wang",
TITLE = "Wafer surface reconstruction from top-down scanning electron microscope images",
JOURNAL = "Microelectronic Engineering",
VOLUME = "75",
NUMBER = "2",
PAGES = "216--233",
YEAR = "2004",
MONTH = "August"
}
@ARTICLE{GH02,
AUTHOR = "E. Gelenbe and K. Hussain",
TITLE = "Learning in the multiple class random neural network",
JOURNAL = "{IEEE} Transactions on Neural Networks",
VOLUME = "13",
NUMBER = "6",
PAGES = "1257--1267",
YEAR = "2002",
MONTH = "November"
}
@ARTICLE{GMD04,
AUTHOR = "E. Gelenbe and Z.H. Mao and Y.D. Li",
TITLE = "Function approximation by random neural networks with a bounded number of layers",
JOURNAL = "Journal of Differential Equations and Dynamical Systems",
VOLUME = "12",
NUMBER = "1-2",
PAGES = "143-170",
YEAR = "2004"
}
@ARTICLE{GML99,
AUTHOR = "E. Gelenbe and Z.H. Mao and Y.D. Li",
TITLE = "Function approximation with spiked random networks",
JOURNAL = "{IEEE} Transactitons on Neural Networks",
VOLUME = "10",
NUMBER = "1",
PAGES = "3--9",
YEAR = "1999",
MONTH = "January"
}
@ARTICLE{GF99,
AUTHOR = "E. Gelenbe and J.M. Fourneau",
TITLE = "Random neural networks with multiple classes of signals",
JOURNAL = "Neural Computation",
VOLUME = "11",
NUMBER = "4",
PAGES = "953--963",
YEAR = "1999",
MONTH = "May"
}
@ARTICLE{GC98,
AUTHOR = "E. Gelenbe and C. Cramer",
TITLE = "Oscillatory corthico-thalamic response to somatosensory input",
JOURNAL = "Biosystems",
VOLUME = "48",
NUMBER = "1-3",
PAGES = "67--75",
YEAR = "1998",
MONTH = "November"
}
@ARTICLE{G93,
AUTHOR = "E. Gelenbe",
TITLE = "Learning in the recurrent random neural network",
JOURNAL = "Neural Computation",
VOLUME = "5",
PAGES = "154--164",
YEAR = "1993"
}
@ARTICLE{Gel90,
AUTHOR = "E. Gelenbe",
TITLE = "Stability of the random neural network model",
JOURNAL = "Neural Computation",
VOLUME = "2",
MONTH = "February",
PAGES = "239--247",
YEAR = "1990"
}
@ARTICLE{Gel89,
AUTHOR = "E. Gelenbe",
TITLE = "Random neural networks with negative and positive signals and product form solution",
JOURNAL = "Neural Computation",
VOLUME = "1",
NUMBER = "4",
PAGES = "502--510",
YEAR = "1989"
}