WebNov 1, 2014 · With the overwhelming success in the field of quantum information in the last decades, the `quest' for a Quantum Neural Network (QNN) model began in order to combine quantum computing with the striking properties of neural computing. This article presents a systematic approach to QNN research, which so far consists of a … WebOct 1, 2000 · These quantum neural networks have many promising characteristics, both in the case of supervised and unsupervised learning. In particular, an associative memory based on the use of Grover's quantum search algorithm [9] has been proposed by Ventura and Martinez [10], [11], [12]. This network solves the completion problem; that is, it can ...
The power of quantum neural networks - Nature
Web2 Neural Networks: Toward Quantum Analogs There are many different approaches to what we can call quantum neural networks. Many researchers use their own analogies in establishing a connection between quantum mechanics and neural networks. The main concepts of these two fields may be considered as follows [7-8]: Table 1. Main concepts … WebA novel neural network,quantum perceptron network(QPN), is presented built upon the combination of classical perceptron network and quantum computing.This quantum perceptron network utilizing quantum phase adequately has the computing power that the conventional perceptron is unable to realize. ... Ezhov, A.A., Nifanova, A.V., Ventura, D ... atamt2
Some Quantum Neural Networks SpringerLink
WebThe Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection ... Baran Aydogan · Binod Bhattarai · Louise Bloch · Raphael Brüngel · Jihoon … WebQuantum neural networks - Brigham Young University WebThese quantum neural networks have many promising characteristics, both in the case of supervised and unsupervised learning. In particular, an associative memory based on the use of Grover’s quantum search algorithm [9] has been proposed by Ventura and Martinez [10-12]. This network solves the completion problem; that is, it can restore the ... atamt1 2