Fetching the paper…

Reading the bibliography…

2013

Autonomous Quantum Perceptron Neural Network

Sagheer, Alaa, Zidan, Mohammed

Original
PDF
Post on X

Understand

Recently, with the rapid development of technology, there are a lot of applications require to achieve low-cost learning.

However the computational power of classical artificial neural networks, they are not capable to provide low-cost learning.
In contrast, quantum neural networks may be representing a good computational alternate to classical neural network approaches, based on the computational power of quantum bit (qubit) over the classical bit.
In this paper we present a new computational approach to the quantum perceptron neural network can achieve learning in low-cost computation.

Autonomous Quantum Perceptron Neural Network · Around

Built on

F. Rosenblatt (1957), The Perceptron - a perceiving and recognizing automaton
1957
Earlier work this paper cites.
S. C. Kak (1995), Quantum Neural Computing
1995
Earlier work this paper cites.
M. Hagan, H. Demuth and M. Beale (1996), Neural Network Design
1996
Earlier work this paper cites.
T. Menneer (1998), Quantum Artificial Neural Networks
1998
Earlier work this paper cites.
R. Horn and C. Johnson (1999), Topics in matrix analysis
1999
Earlier work this paper cites.
D. Ventura and T. Martinez (2000), Quantum Associative Memory
2000
Earlier work this paper cites.

Similar

M. Nielsen and I. Chuang (2000.), Quantum Computation and Quantum Information
2000
Cited alongside, same era.
M. V. Altaisky (2001), Quantum neural network
2001
Cited alongside, same era.
R. Zhou, L .Qin and N. Jiang (2006), Quantum Perceptron Network
2006
Cited alongside, same era.
F. Shafee (2007), Neural networks with quantum gated nodes
2007
Cited alongside, same era.
C. Li and S. Li (2008), Learning algorithm and application of quantum BP neural networks based on universal quantum gates
2008
Cited alongside, same era.

Then

L. Fei and Z. Baoyu (2008), A study of quantum neural networks
2008
Later among the works it cites.
H. Xiao and M. Cao (2009), Hybrid Quantum Neural Networks Model Algorithm and Simulation
2009
Later among the works it cites.
R.Zhou (2010), Quantum Competitive Neural Network
2010
Later among the works it cites.
A. Sagheer and N. Metwally (2010), Communication via Quantum Neural Networks
2010
Later among the works it cites.
M. Siomau (2013), A Quantum Model for Autonomous Learning Automata
2013
Closest in time.

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…