3 citations · 3 across the 3 of their papers we have counts for
3 papers
quant-ph2023
Exact Learning with Tunable Quantum Neural Networks and a Quantum Example Oracle
Viet Pham Ngoc, Herbert Wiklicky
In this paper, we study the tunable quantum neural network architecture in the quantum exact learning framework with access to a uniform quantum example oracle. We present an appro…
quant-ph2022
Tunable Quantum Neural Networks in the QPAC-Learning Framework
Viet Pham Ngoc, David Tuckey, Herbert Wiklicky
In this paper, we investigate the performances of tunable quantum neural networks in the Quantum Probably Approximately Correct (QPAC) learning framework. Tunable neural networks a…
quant-ph2020★ 3 cited
Tunable Quantum Neural Networks for Boolean Functions
Viet Pham Ngoc, Herbert Wiklicky
In this paper we propose a new approach to quantum neural networks. Our multi-layer architecture avoids the use of measurements that usually emulate the non-linear activation funct…