I need you to develop some software for me. I would like this software to be developed for Windows . Argent: need a talented neural network programmer in Matlab
To build 2 feed forward back propagation neural networks (Neural A and Neural B) with the following specification:
Neural A:
Supervised learning
7 neurons in input layer
10 neurons in hidden layer
4 neurons in output layer
Input matrix should be normalized between 0 and 1
Learning rate 0.01
Performance goal 0.01
Gradient descent learning rule
Minimum square error used as performance function
Neural B:
Same attribute as Neural A, But with 5 neurons in input layer
Above specification should NOT be changed while you can keep trying to set other attributes and adjust weights in creating (Neural A) neural network until you got confusion matrix with accuracy greater than 96%. I need the final result to show that accuracy and the performance of Neural A is butter than Neural B.
Attachment contents:
Matlab_A: Contains Input and Target Matrices for Neural A
Input Matrix contains 7 features for 1000 object
Target Matrix contains 4 features for 1000 object
Matlab_B: Contains Input and Target Matrices for Neural B
Input Matrix contains 5 features for 1000 object
Target Matrix contains 4 features for 1000 object
Notes:
Full code with Full and CLEAR documentation for each command and attribute used in the code should be delivered.
Using and publishing the results are Totally NOT allowed
Delivery should be on Saturday Morning (18/6/2016).
I have studied NNs (Neural Networks). And the one given in specification is pretty easy for me to design. I'm proficient in MATLAB as well, and I use MATLAB to implement NNs anyway. I have working code for implementing NN. Just need to modify, that is all.
Are objects same for A and B? Only with 7 features for A and 4 for B?
Let's get talking :)
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I am a Computer science student in the 3rd best CS university in Europe- the University of Edinburgh and I've taken an AI class this year. I've done an assignment on building neural networks in MATLAB and passed with an A.