This project provides matlab class for implementation of convolutional neural networks. This networks was created by Yann LeCun and have sucessfully used in many practical applications, such as handwritten digits recognition, face detection, robot navigation and others This release includes sample of handwritten digits recognition using CNN.




File list:
CNN for character recog
......................\@cnn
......................\....\adapt_dw.m
......................\....\calchx.m
......................\....\calcje.m
......................\....\check_finit_dif.m
......................\....\cnn.m
......................\....\cnn_size.m
......................\....\init.m
......................\....\sim.m
......................\....\subsasgn.m
......................\....\subsref.m
......................\....\train.m
......................\back_conv2.m
......................\back_subsample.m
......................\cnet.mat
......................\cnet_tool.m
......................\eraser.gif

......................\fastFilter2.m
......................\preproc_data.m
......................\preproc_image.m
......................\rand_std.m
......................\readMNIST.m
......................\readMNIST_image.m
......................\rot180.m
......................\subsample.m
......................\tansig_mod.m
......................\test_dgt.m
......................\train_cnn.m