Open research library
Papers you can read, cite and question
612 papers from the QNFO program, filed on nine shelves by the reader each one is written for: energy per answer, error correction, physics, numbers and p-adics, logic and formalism, AI and knowledge, autonomous systems, assessments, and cross-cutting essays. Every page renders its mathematics and can be questioned in place. How a living paper works.
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Energy per answer papers 2 papers
Platform builders, data-centre operators and energy analysts. What a correct answer costs in joules. Joules-per-Solution (JPCUB) definitions and measurements, Landauer and Margolus-Levitin limits, energy and power budgets, and energy benchmarking across quantum, HPC and AI hardware.
Superconducting. Superconducting hardware Tagged papers: 23.
Adiabatic Superconducting Spiking Architectures: A Reconciled Energy Budget for Quantum-Inspired Neuromorphic Computing
Neuromorphic computing promises order-of-magnitude energy savings over von Neumann processors, yet CMOS spiking hardware remains bounded by capacitive switching losses and transistor leakage. We present a reconciled analysis of a hybrid architecture that replaces the CMOS neuron with a…
Thermodynamic Scaling of 4-Kelvin Topological Processors
Standard superconducting quantum processors are currently constrained by the thermodynamic bottleneck of millikelvin dilution refrigeration, which precludes the integration of high-speed control logic and limits scalability. This reliance on the 20 mK regime creates a “mainframe constraint” where…
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