search

isolatedinformation / qae-qec

Repo for working on Quantum Autoencoders for QOSF mentorship cohort
MIT License
0 stars 0 forks source link

Resources and Reference Tracker #6

Open isolatedinformation opened 2 years ago

isolatedinformation commented 2 years ago

An always open issue to serve as a tracker for issues and add short descriptions about the relevance of the references for our projects.

Code Resources

  1. TensorFlow Quantum - https://www.tensorflow.org/quantum
  2. DQNNs repo - https://github.com/qigitphannover/DeepQuantumNeuralNetworks
  3. Repo for literature red #4 - https://github.com/MichaelBroughton/Quantum-Backpropagation

Literature References

  1. QAEs for QEC - https://arxiv.org/abs/2202.00555
  2. Noise assisted Quantum Autoencoder -https://arxiv.org/abs/2012.08331
  3. Quantum Autoencoders with enhanced data enoding - https://iopscience.iop.org/article/10.1088/2632-2153/ac0616
  4. A Universal Training Algorithm for Quantum Deep Learning
  5. [Blog on Ansatz design] (https://www.mustythoughts.com/vqas-challenges.html)