Global use of artificial intelligence technology continues to expand throughout the world. Scientists have replaced theoretical quantum neural networks with practical implementations. Traditional AI systems demonstrate success, although they cannot efficiently solve complex problems. Quantum neural networks (QNNs) show the novel development achieved by combining quantum computing technology with neural network features. Quantum computing brings the power to revolutionize computing operations and produce quicker outcomes for complex computational issues in various fields.