johnjohnzhou Goto Github PK

followers: 19.0 following: 10.0 repos: 10.0 gists: 0.0

Name: John John

Type: User

John John's Projects

chaotic_neural_networks

Neuromodeling (AT2) Cogmaster project: **Generating Coherent Patterns of Activity from Chaotic Neural Networks** (based on Sussillo & Abbott's article) at ENS Ulm

deep-image-prior

Image restoration with neural networks but without learning.

Ref: S. Mosleh, L. Liu, C. Sahin, Y. R. Zheng and Y. Yi, "Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM," in IEEE Transactions on Neural Networks and Learning Systems.

football

Check out the new game server:

mmwave-tensor-channel-estimation

Reference: ''Z. Zhou, J. Fang, L. Yang, H. Li, Z. Chen and R. S. Blum, "Low-Rank Tensor Decomposition-Aided Channel Estimation for Millimeter Wave MIMO-OFDM Systems," in IEEE Journal on Selected Areas in Communications, vol. 35, no. 7, pp. 1524-1538, July 2017.''

plotneuralnet

Latex code for making neural networks diagrams

pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.