Search Results for author:
Found 9 papers, 2 papers with code
Predicting human-generated bitstreams using classical and quantum models
A school of thought contends that human decision making exhibits quantum-like logic.
Quantum circuits for floating-point arithmetic
Quantum algorithms to solve practical problems in quantum chemistry, materials science, and matrix inversion often involve a significant amount of arithmetic operations which act on a superposition of inputs.
Quantum Physics Emerging Technologies
Factoring using 2n+2 qubits with Toffoli based modular multiplication
We describe an implementation of Shor's quantum algorithm to factor n-bit integers using only 2n+2 qubits.
Quantum Physics Emerging Technologies
Elucidating Reaction Mechanisms on Quantum Computers
We show how a quantum computer can be employed to elucidate reaction mechanisms in complex chemical systems, using the open problem of biological nitrogen fixation in nitrogenase as an example.
Quantum Physics
Quantum Perceptron Models
We demonstrate how quantum computation can provide non-trivial improvements in the computational and statistical complexity of the perceptron model.
Bayesian inference via rejection filtering
We provide a method for approximating Bayesian inference using rejection sampling.
Quantum Inspired Training for Boltzmann Machines
We present an efficient classical algorithm for training deep Boltzmann machines (DBMs) that uses rejection sampling in concert with variational approximations to estimate the gradients of the training objective function.
Quantum Deep Learning
In recent years, deep learning has had a profound impact on machine learning and artificial intelligence.
LIQUi|>: A Software Design Architecture and Domain-Specific Language for Quantum Computing
It enables easy programming, compilation, and simulation of quantum algorithms and circuits, and is independent of a specific quantum architecture.
Quantum Physics Emerging Technologies Programming Languages
