In this project i tried to build a Neural Network from scratch to understand the concepts and maths behind the Neural Network
Got the idea from the course on Deep Learning(CS7015) at NPTEL-NOC IITM taught by Prof. Mitesh M. Khapra.
Most of this material is based on the article “Deep Learning in Neural Networks:An Overview” by J. Schmidhuber[1]
Used various documentation part from the lecture slides of CS7015 which are available online.[2]
The errors, if any, are due to me and I apologize for them.
Feel free to contact me if you think certain portions need to be corrected (pleaseprovide appropriate references)
To achive a self implemented nural network.
[1] J ̈urgen Schmidhuber. Deep learning in neural networks: An overview.Neural Networks, 61:85–117, 2015.
[2] Lecture Slides can be found Here