Evolving memory-augmented neural architecture for deep memory problems
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[1] Risto Miikkulainen,et al. Evolving Neural Networks through Augmenting Topologies , 2002, Evolutionary Computation.
[2] Jürgen Schmidhuber,et al. LSTM: A Search Space Odyssey , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[3] Yoshua Bengio,et al. Gated Feedback Recurrent Neural Networks , 2015, ICML.
[4] Stéphane Doncieux,et al. With a little help from selection pressures: evolution of memory in robot controllers , 2012, ALIFE.
[5] Alex Graves,et al. Neural Turing Machines , 2014, ArXiv.
[6] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[7] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[8] Navdeep Jaitly,et al. Hybrid speech recognition with Deep Bidirectional LSTM , 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.
[9] Yoshua Bengio,et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , 2014, ArXiv.
[10] Risto Miikkulainen,et al. Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective , 2016, GECCO.
[11] Paul J. Werbos,et al. Backpropagation Through Time: What It Does and How to Do It , 1990, Proc. IEEE.
[12] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[13] Ichiro Tsuda,et al. Dynamic link of memory--Chaotic memory map in nonequilibrium neural networks , 1992, Neural Networks.
[14] Yoshua Bengio,et al. Hierarchical Recurrent Neural Networks for Long-Term Dependencies , 1995, NIPS.
[15] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[16] Bram Bakker,et al. Reinforcement Learning with Long Short-Term Memory , 2001, NIPS.
[17] Nitish Srivastava,et al. Unsupervised Learning of Video Representations using LSTMs , 2015, ICML.
[18] Philip D. Wasserman,et al. Advanced methods in neural computing , 1993, VNR computer library.
[19] James A. Anderson,et al. A simple neural network generating an interactive memory , 1972 .
[20] Hermann Ney,et al. LSTM Neural Networks for Language Modeling , 2012, INTERSPEECH.
[21] M. D’Esposito. Working memory. , 2008, Handbook of clinical neurology.
[22] Julian Togelius,et al. Evolving Memory Cell Structures for Sequence Learning , 2009, ICANN.
[23] Sergio Gomez Colmenarejo,et al. Hybrid computing using a neural network with dynamic external memory , 2016, Nature.
[24] Charles Ofria,et al. Early Evolution of Memory Usage in Digital Organisms , 2010, ALIFE.
[25] Herbert Jaeger. Artificial intelligence: Deep neural reasoning , 2016, Nature.
[26] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[27] Jürgen Schmidhuber,et al. Framewise phoneme classification with bidirectional LSTM and other neural network architectures , 2005, Neural Networks.
[28] Les E. Atlas,et al. Recurrent neural networks and robust time series prediction , 1994, IEEE Trans. Neural Networks.
[29] Sepp Hochreiter,et al. The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions , 1998, Int. J. Uncertain. Fuzziness Knowl. Based Syst..