Introduction and Applications of Quantum Models

• Download the lecturer's notes here

Other resources

• Read about Quantum computing models for artificial neural networks

• Read Yudong Cao, Gian Giacomo Guerreschi, Alán Aspuru-Guzik on Quantum Neuron: an elementary building block for machine learning on quantum computers

• Read E. Torrontegui and J. J. García-Ripoll on Unitary quantum perceptron as efficient universal approximator

• Read Maria Schuld, Ilya Sinayskiya, Francesco Petruccione on Simulating a perceptron on a quantum computer

• Read Francesco Tacchino, Chiara Macchiavello, Dario Gerace & Daniele Bajoni on An artificial neuron implemented on an actual quantum processor

Suggested reading

Quantum computing models for artificial neural networks by S.  Mangini et al.