quantum-driven-neuromorphic-million-qubit

name	quantum-driven-neuromorphic-million-qubit
description	Quantum-Driven Neuromorphic Computing methodology for million-qubit scale systems. Integrates quantum computing principles with neuromorphic architectures to achieve scalable, energy-efficient computation at million-qubit scales.
arxiv_id	2607.xxxxx

Quantum-Driven Neuromorphic Computing for Million-Qubit Scale Systems

Overview

Quantum-Driven Neuromorphic Computing methodology for million-qubit scale systems. Integrates quantum computing principles with neuromorphic architectures to achieve scalable, energy-efficient computation at million-qubit scales.

Key Features

• Quantum-enhanced spiking neurons using superposition and entanglement for information processing
• Hierarchical architecture enabling million-qubit scalability with error-corrected quantum memory
• Energy-efficiency optimization through coherent dynamics and topological protection

Use Cases

• Large-scale quantum neuromorphic systems
• Energy-efficient quantum computing
• Scalable neuromorphic architectures
• Quantum-enhanced neural processing

Activation Keywords

quantum neuromorphic, million-qubit, quantum-driven neuromorphic

References

• arXiv: 2607.xxxxx