Beyond Qubits: The Rise of Topological and Neuromorphic Quantum Machines

In the grand scheme of technological evolution, certain epochs are characterized by profound shifts in how we represent, process, and interact with information. The abacus was followed by silicon, classical bits by quantum bits, and now even the quantum bit — or qubit faces new challenges. The foundations that have guided the design and purpose of quantum computing are being reinvestigated as it matures beyond its infancy. We are beginning to see the evolution of radical new paradigms where quantum mechanics intersects with not only logic gates and entanglement but also topological geometry, brain-like architectures, and adaptive systems that defy classical algorithms.

https://medium.com/@monendra.grover/beyond-qubits-the-rise-of-topological-and-neuromorphic-quantum-machines-5736fe79da4a