Provides an interface to kernel routines from the FCNN C++ library. FCNN is based on a completely new Artificial Neural Network representation that offers unmatched efficiency, modularity, and extensibility. FCNN4R provides standard teaching (backpropagation, Rprop, simulated annealing, stochastic gradient) and pruning algorithms (minimum magnitude, Optimal Brain Surgeon), but it is first and foremost an efficient computational engine. Users can easily implement their algorithms by taking advantage of fast gradient computing routines, as well as network reconstruction functionality (removing weights and redundant neurons, reordering inputs, merging networks). Networks can be exported to C functions in order to integrate them into virtually any software solution.
Package details 


Author  Grzegorz Klima <[email protected]> 
Date of publication  20160309 00:57:57 
Maintainer  Grzegorz Klima <[email protected]> 
License  GPL (>= 2) 
Version  0.6.2 
Package repository  View on CRAN 
Installation 
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