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A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms

  • Published:2017-11 Issue: Volume:266 Page:506-526
  • ISSN:0925-2312
  • Container-title:Neurocomputing
  • language:en
  • Short-container-title:Neurocomputing

Author:

Badem Hasan,Basturk AlperORCID,Caliskan Abdullah,Yuksel Mehmet Emin

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference50 articles.

1. Connectionist Learning Procedures;Hinton;Artif. Intel.,1989

2. Many-Layered Learning;Utgoff;Neural Comput.,2002

3. Reducing the dimensionality of data with neural networks;Hinton;Science,2006

4. Greedy Layer-Wise Training of Deep Networks;Bengio,2007

5. Scaling learning algorithms towards AI;Bengio;Large-Scale Kernel Mach.,2007

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