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Learning to forget: continual prediction with LSTM.
Gers FA, Schmidhuber J, Cummins F. Gers FA, et al. Neural Comput. 2000 Oct;12(10):2451-71. doi: 10.1162/089976600300015015. Neural Comput. 2000. PMID: 11032042
Long short-term memory (LSTM; Hochreiter & Schmidhuber, 1997) can solve numerous tasks not solvable by previous learning algorithms for recurrent neural networks (RNNs). ...
Long short-term memory (LSTM; Hochreiter & Schmidhuber, 1997) can solve numerous tasks not solvable by previous learning algorith …
First experiments with POWERPLAY.
Srivastava RK, Steunebrink BR, Schmidhuber J. Srivastava RK, et al. Neural Netw. 2013 May;41:130-6. doi: 10.1016/j.neunet.2013.01.022. Epub 2013 Feb 10. Neural Netw. 2013. PMID: 23465562
Like a scientist or a playing child, POWERPLAY (Schmidhuber, 2011) not only learns new skills to solve given problems, but also invents new interesting problems by itself. ...A self-delimiting recurrent neural network SLIM RNN (Schmidhuber, 2012) is used as a genera …
Like a scientist or a playing child, POWERPLAY (Schmidhuber, 2011) not only learns new skills to solve given problems, but also inven …
Training recurrent networks by Evolino.
Schmidhuber J, Wierstra D, Gagliolo M, Gomez F. Schmidhuber J, et al. Neural Comput. 2007 Mar;19(3):757-79. doi: 10.1162/neco.2007.19.3.757. Neural Comput. 2007. PMID: 17298232
Self-organizing nets for optimization.
Milano M, Koumoutsakos P, Schmidhuber J. Milano M, et al. IEEE Trans Neural Netw. 2004 May;15(3):758-65. doi: 10.1109/TNN.2004.826132. IEEE Trans Neural Netw. 2004. PMID: 15384562
Sequential neural text compression.
Schmidhuber J, Heil S. Schmidhuber J, et al. IEEE Trans Neural Netw. 1996;7(1):142-6. doi: 10.1109/72.478398. IEEE Trans Neural Netw. 1996. PMID: 18255564
Processing images by semi-linear predictability minimization.
Schraudolph NN, Eldracher M, Schmidhuber J. Schraudolph NN, et al. Network. 1999 May;10(2):133-69. Network. 1999. PMID: 10378189
Probabilistic incremental program evolution.
Salustowicz R, Schmidhuber J. Salustowicz R, et al. Evol Comput. 1997 Summer;5(2):123-41. doi: 10.1162/evco.1997.5.2.123. Evol Comput. 1997. PMID: 10021756
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