readme.txt

基于BP模型的神经网络模型

			 MATLAB package "Neural networks with matrix inputs"
					version 0.1 (alpha stage)


This model is presented and analysed in my master thesis (at this moment only in 
lithuanian). Package is realeased under GNU general public license. 


In this version these functions are available:


mNN_sim			- simulate MNN
gdtrain			- train MNN using gradient descent
ELM_train		- train MNN using extreme learning machine
mNN_device		- create MNN device
demo			- demo (sinc with noise)
demo_logistic_map	- demo (logistic map)
addNode			- add aditional regressor to MNN model
ELM_Rtrain		- ELM train using Recursive Least Squares
demo_incremental	- ELM demo using incremental learning algorithm
ELM_incremental		- ELM train using incremental learning algorithm
example1		- some examples  
example2		-


--
NN_device		these are for standard neural networks 
NN_sim			      trained with extreme learning machine.	
velm_train