CmpE 597 - Deep Learning
- Research Project: Deep Recurrent Attentive Writer (DRAW), Data: Quick, Draw!
- Stochastic Gradient Descent and RMSProp algorithm
EE 550 - Artificial Neural Networks
- Linear & Recursive Least Squares Regression
- Binary Hopfield Neural Networks, Data: Hand-written digits
- Perceptron Model
- Multi Layer Perceptron, Data: XOR, Sinus, Iris
- Competitive Neural Network, Data: Spherical coordinates
MATH 431 - Complex Analysis I
- Research Project: Complex-valued Neural Networks