| Discipline | Computer Science and Engineering , Civil Engineering |
|---|---|
| Lab | Soft Computing Tools in Engineering |
| Experiment | Probabilistic Neural Networks and Application and 7 |
Probabilistic neural network (PNN) is closely related to Parzen window pdf estimator. A PNN consists of several sub-networks, each of which is a Parzen window pdf estimator for each of the classes.
The input nodes are the set of measurements.
The second layer consists of the Gaussian functions formed using the given set of data points as centers.
The third layer performs an average operation of the outputs from the second layer for each class.
The fourth layer performs a vote, selecting the largest value. The associated class label is then determined.
| Name of Developer | Prof. Sudhir Kumar Barai |
|---|---|
| Institute | Indian Institute of Technology Kharagpur |
| Email id | skbarai@civil.iitkgp.ernet.in |
| Department | Department of Civil Engineering |
| Webpage | http://www.iitkgp.ac.in/department/CE/faculty/ce-skbarai |
| SrNo | Name | Developer / Integration Engineer | Department | Institute |
|---|---|---|---|---|
| 1 | Aditya Kameswara Rao Nandula | Integration | Department of Mechanical Engineering | IIT Kharagpur |
| SrNo | Name | Developer / Integration Engineer | Department | Institute |
|---|---|---|---|---|
| 1 | Indira Chowdhury | Developer | Department of Mechanical Engineering | IIT Kharagpur |
| 2 | Debasish Das Adhikary | Integration | Department of Mechanical Engineering | IIT Kharagpur |