Beyond Qubits: The Rise of Topological and Neuromorphic Quantum Machines
Dr. Grover returns with a talk that takes on one of the more provocative questions in the field: what comes after the qubit? The premise is that qubit-based architectures, even as they scale, may be the wrong abstraction for the next generation of quantum computing.
The talk walks through two emerging paradigms — topological quantum computing (encoding information in the geometry of quantum states; computation through braiding non-Abelian anyons; error resistance built into the substrate) and quantum neuromorphic systems (moving beyond logic gates toward architectures that mimic neural dynamics with quantum substrates) — and the open question of what happens when the two converge.
Whether you find the speculative framing compelling or want to push back on it, this is a talk that will give you something to think about. Q&A after.

