Growth and evolution of deep neural networks from gene regulatory networks

Proceedings of the Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3449726.3459519 ◽

2021 ◽

Author(s):

Colin Flynn ◽

Mohammed Bennamoun ◽

Farid Boussaid

Keyword(s):

Neural Networks ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Deep Neural Networks ◽

Gene Regulatory

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Hitoshi Iba: Evolutionary approach to machine learning and deep neural networks: neuro-evolution and gene regulatory networks

Genetic Programming and Evolvable Machines ◽

10.1007/s10710-019-09350-8 ◽

2019 ◽

Vol 20 (2) ◽

pp. 151-153

Author(s):

Petra Vidnerová

Keyword(s):

Machine Learning ◽

Neural Networks ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Deep Neural Networks ◽

Evolutionary Approach ◽

Gene Regulatory

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Ensemble of Elman neural networks and support vector machines for reverse engineering of gene regulatory networks

Applied Soft Computing ◽

10.1016/j.asoc.2010.05.014 ◽

2011 ◽

Vol 11 (2) ◽

pp. 1718-1726 ◽

Author(s):

S.I. Ao ◽

V. Palade

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Reverse Engineering ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Support Vector ◽

Vector Machines ◽

Gene Regulatory

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A clustering-based approach for inferring recurrent neural networks as gene regulatory networks

Neurocomputing ◽

10.1016/j.neucom.2007.07.023 ◽

2008 ◽

Vol 71 (4-6) ◽

pp. 600-610 ◽

Author(s):

Wei-Po Lee ◽

Kung-Cheng Yang

Keyword(s):

Neural Networks ◽

Gene Regulatory Networks ◽

Recurrent Neural Networks ◽

Regulatory Networks ◽

Gene Regulatory

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Identification of Gene Regulatory Networks, Neural Networks

Encyclopedia of Systems Biology ◽

10.1007/978-1-4419-9863-7_417 ◽

2013 ◽

pp. 941-943

Author(s):

Zhong-Yuan Zhang

Keyword(s):

Neural Networks ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Gene Regulatory

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Inferring method of the gene regulatory networks using neural networks adopting a majority rule

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033607 ◽

2011 ◽

Author(s):

Yasuki Hirai ◽

Masahiro Kikuchi ◽

Hiroaki Kurokawa

Keyword(s):

Neural Networks ◽

Gene Regulatory Networks ◽

Majority Rule ◽

Regulatory Networks ◽

Gene Regulatory

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Reconstructing gene regulatory networks via memetic algorithm and LASSO based on recurrent neural networks

Soft Computing ◽

10.1007/s00500-019-04185-y ◽

2019 ◽

Vol 24 (6) ◽

pp. 4205-4221

Author(s):

Luowen Liu ◽

Jing Liu

Keyword(s):

Neural Networks ◽

Gene Regulatory Networks ◽

Recurrent Neural Networks ◽

Regulatory Networks ◽

Memetic Algorithm ◽

Gene Regulatory

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Automatic inferring drug gene regulatory networks with missing information using neural networks and genetic programming

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634233 ◽

2008 ◽

Author(s):

Alexandru George Floares

Keyword(s):

Neural Networks ◽

Genetic Programming ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Missing Information ◽

Gene Regulatory

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An indirect encoding scheme for artificial neural networks based on gene regulatory networks

Frontiers in Neuroinformatics ◽

10.3389/conf.fninf.2014.08.00044 ◽

2014 ◽

Vol 8 ◽

Author(s):

Pyka Martin ◽

Hauke Sascha ◽

Heider Dominik

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Encoding Scheme ◽

Indirect Encoding ◽

Gene Regulatory ◽

Artificial Neural

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From evolving artificial gene regulatory networks to evolving spiking neural networks for pattern recognition

BMC Neuroscience ◽

10.1186/1471-2202-14-s1-p423 ◽

2013 ◽

Vol 14 (S1) ◽

Author(s):

Ahmed Abdelmotaleb ◽

Maria Schilstra ◽

Neil Davey ◽

Volker Steuber ◽

Borys Wróbel

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Spiking Neural Networks ◽

Gene Regulatory ◽

Artificial Gene

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From evolving artificial gene regulatory networks to evolving spiking neural networks for signal processing

Frontiers in Neuroinformatics ◽

10.3389/conf.fninf.2014.08.00008 ◽

2014 ◽

Vol 8 ◽

Author(s):

Abdelmotaleb Ahmed ◽

Wróbel Borys

Keyword(s):

Neural Networks ◽

Signal Processing ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Spiking Neural Networks ◽

Gene Regulatory ◽

Artificial Gene

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