/neural-networks

Hopfield NN, Perceptron, MLP, Complex-valued MLP, SGD RMSProp, DRAW

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Neural Network Simulations

CmpE 597 - Deep Learning

  • Research Project: Deep Recurrent Attentive Writer (DRAW), Data: Quick, Draw! 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