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Published December 10, 2025 | Version v4
Preprint Open

The mPPU Architecture: Magneto-scopic Photonic Processing Units

Description

This document presents the theoretical framework for magneto-scopic Photonic Processing Units (mPPUs), a novel computing architecture that fundamentally reimagines computation by eliminating the von Neumann bottleneck through unified photonic-magnetic substrate integration. The mPPU combines light-based computation with magneto-optic memory in a single substrate, enabling processing speeds at the picosecond scale while dramatically reducing power consumption and thermal output.

Key innovations include: (1) substrate-level integration of computation and storage using photonic logic gates and all-optical switching in ferrimagnetic materials, (2) a novel Optical Gateway Chip (OGC) employing maglev-suspended graphene for photonic-to-electronic translation, (3) optically-induced dynamic superconductivity in twisted graphene via photo-mechanical manipulation, and (4) self-regulating optical feedback stabilization systems operating at picosecond timescales.

The architecture addresses fundamental limitations in current computing by replacing electrical signal propagation with light-speed photonic transmission, co-locating memory with processing logic, and introducing Surface Plasmon Polariton (SPP) hybrid paths that enable seamless electron-photon coupling without traditional transduction bottlenecks.

Technical info

Version 2.0 Release Notes (December 13, 2025)

(Document V1.0.1 | Zenodo v2) introduces technical realization pathways tiered by maturity: build-now, near-term, and exploratory goals, with proof-of-concept demonstrators for systematic validation. 

Version 3.0 Release Notes (December 30, 2025)

This release consolidates the Magneto-Acoustic mPPU architecture into a comprehensive assembly proposal, integrating theoretical foundations with simulation validation.

Key additions in v3:

  • Thermal Management Architecture: Introduction of Surface Acoustic Wave (SAW) solid-state cooling system, replacing earlier mechanical approaches (CNT cilia) after fatigue analysis revealed 28-second failure threshold
  • MBDL Theoretical Framework: Formal integration of Many-Body Dynamical Localization principles (Guo et al., 2025) with Fibonacci quasiperiodic lattice design
  • Simulation Results: Thermal comparison data (217× temperature reduction vs. periodic lattice), SAW drive validation (28 W/m, 1 cm/s flow), and logic fidelity eye diagram (83.54° opening)
  • Fabrication Roadmap: Gap analysis identifying heterogeneous integration challenges (CTE mismatch, ion beam milling requirements, pressure containment)
  • Optical Hive Interface: Cross-sectional schematic for legacy system integration via VCSEL arrays and free-space optics
  • 3D Lattice Visualizations: Fibonacci spiral renders (perspective and top-down) with STL file for physical prototyping

Version 4.0 Release Notes (January 21, 2026)

This release introduces the mPPU "Retina" architecture revision, pivoting the interconnect design from fixed waveguide routing to dynamic free-space optical steering via liquid crystal-infiltrated metasurfaces.

Key additions in v4:

  • LC-Metasurface Steering Layer: Replacement of thermal phase shifting with voltage-controlled refractive index modulation (Δn) using nematic liquid crystal infiltration between dielectric nano-pillars (a-Si/TiO₂). Achieves ~1,000,000× power efficiency gain (50 nW/channel vs. 15 mW/channel) by exploiting capacitive rather than resistive switching.
  • Fibonacci Geometry Constraint: Formal specification of phyllotaxis spiral distribution for metasurface elements to suppress grating lobe interference. Non-Manhattan lithography mask requirement documented; rectangular grid optimization explicitly prohibited as it defeats the noise filtering mechanism.
  • Performance Validation Data: Signal stability comparison (thermal drift vs. adaptive metasurface phase jitter), power scaling analysis demonstrating "thermal wall" limits at ~10⁴ channels for legacy approach vs. 10⁶+ channel scalability for LC architecture, and feature comparison matrix covering crosstalk, fabrication complexity, and response time tradeoffs.
  • Fabrication Query Framework: Structured technical questions for foundry engagement addressing LC vacuum infiltration process flow, ITO electrode deposition thermal budget constraints, and achievable dielectric pillar aspect ratios.
  • Supporting Literature Integration: Cross-referencing with Chen et al. (2025) bionic LiDAR work validating software-defined optical routing on TFLN platforms, reinforcing architectural convergence on reconfigurable electro-optic beam steering principles.

Notes

Added Supporting Work 2025-12-13: https://doi.org/10.1038/s41467-025-65937-z

CMOS-fabricated acousto-optic modulator using AlN piezoelectric/SiNx photonic integration—validates gigahertz-frequency optomechanical coupling for visible light control (Nature Comm., Dec 2025)

Via: Freedman, J.M., Storey, M.J., Dominguez, D. et al. Gigahertz-frequency acousto-optic phase modulation of visible light in a CMOS-fabricated photonic circuit. Nat Commun 16, 10959 (2025).

ADDITIONAL: https://doi.org/10.1364/optica.577791

Chip-scale magnetometer demonstration—validates magneto-optic integration requirements for OGC magnetic stabilization (UCSB/MIT, Dec 2025).

Via: Paolo Pintus, Heming Wang, Sudharsanan Srinivasan, Sergio Pinna, Duanni Huang, Yuya Shoji, Caroline A. Ross, John E. Bowers, and Galan Moody, "Integrated magneto-optic-based magnetometer: classical and quantum limits," Optica 12, 1936-1945 (2025)

ADDITIONAL: https://doi.org/10.1002/adfm.202525269

Femtosecond laser fabrication of phononic nanostructures for thermal management—demonstrates CMOS-compatible, wafer-scale nanofabrication with 1000x throughput improvement, validating NDLA approach and thermal engineering requirements (Advanced Functional Materials, Dec 2025)

Via: H. Hamma, R. Anufriev, K. Fushinobu, M. Nomura, and B. Kim, “ Scalable Thermal Engineering via Femtosecond Laser-Direct-Written Phononic Nanostructures.” Adv. Funct. Mater. (2025): e25269.

Added Supporting Work 2025-12-15: https://doi.org/10.48550/arXiv.2509.07383 

Validates the mechanical stability of ferrule-based fiber-to-sample coupling (precursor to OGC integration) and demonstrates phase-resolved numerical analysis for extracting magneto-optic signals in high-noise pulsed field environments.

Via: Ikeda, A., et al. (2025). "Magneto-optical Kerr-effect measurements under pulsed magnetic fields over 40 T using a compact sample fixture" arXiv:2509.07383.

Added Supporting Work 2025-12-16: https://doi.org/10.48550/arXiv.2507.01796

This work demonstrates femtosecond-scale measurement of magnon dynamics using ultrabroadband THz-emission spectroscopy, revealing that angular momentum transfer from magnons to conduction electrons occurs in less than 10 femtoseconds - before substantial demagnetization occurs. The experimental techniques provide direct observational capability for the ultrafast magnon behavior that forms the theoretical foundation of magneto-photonic processing architectures.

Via: R. Rouzegar et al., "Femtosecond signatures of optically induced magnons before ultrafast demagnetization," arXiv:2507.01796 [cond-mat.mes-hall], Jul. 2025. [Online]. Available: https://doi.org/10.48550/arXiv.2507.01796

ADDITIONAL: https://doi.org/10.1038/s41467-025-65937-z 

CMOS-fabricated acousto-optic phase modulator with 80x power reduction—validates scalable fabrication approach for OGC transduction and photonic compute fabric (Nature Communications, Dec 2025)

Via: J. M. Freedman et al., “Gigahertz-frequency acousto-optic phase modulation of visible light in a CMOS-fabricated photonic circuit,” Nature Communications, vol. 16, no. 1, p. 10959, 2025, doi: 10.1038/s41467-025-65937-z 

ADDITIONAL: https://doi.org/10.1038/s41565-025-02090-0

Phonon engineering in α-MoO₃/AlN heterostructures enables hyperbolic asymptotic line polaritons with broadband modulation (~55 cm⁻¹) and 90° tuning range—validates photonic guide layer mechanisms for precise wavevector control and zero-phase propagation (Nature Nanotechnology, Dec 2025)

Via: Zhang, S., Ma, P., You, O. et al. Phonon engineering enables hyperbolic asymptotic line polaritons. Nat. Nanotechnol. (2025).

Added Supporting Work 2025-12-30: https://doi.org/10.1126/science.adn8625

Thermal simulations comparing periodic and Fibonacci-patterned Ce:YIG lattice architectures reveal substantial differences in heat accumulation under high-frequency (100 GHz) driving conditions. The quasiperiodic Fibonacci topology, realized via selective laser annealing of crystalline islands within an amorphous YIG matrix, demonstrated a maximum temperature reduction of approximately 200× relative to a conventional periodic etched lattice (T_max = 0.036 vs. 7.82 normalized units). This result suggests that quasiperiodic geometries may passively suppress phonon resonance cascades, providing an intrinsic thermal management mechanism without active cooling components. The approach draws conceptual inspiration from recent experimental observations of Many-Body Dynamical Localization in driven quantum systems (Guo et al., 2025), wherein quasiperiodic potentials prevent thermalization—though direct experimental confirmation in room-temperature magneto-optical substrates remains an open research direction.

Via: Guo, Y., Dhar, S., Yang, A., Chen, Z., Yao, H., Horvath, M., Ying, L., Landini, M., & Nägerl, H.-C. (2025). Observation of many-body dynamical localization. Science.

Added Supporting Work 2026-01-07: https://doi.org/10.1038/s41567-025-03117-y

Optical control of orbital magnetism in magic-angle twisted bilayer graphene via inverse Faraday effect—demonstrates circularly polarized near-infrared light inducing orbital magnetization and controlling anomalous Hall effect hysteresis. Validates magneto-photonic coupling in graphene heterostructures central to OGC architecture and maglev'd graphene concepts (Nature Physics, Jan 2026).

Via: E. Persky, L. Parisot, M. He, J. Cai, T. Taniguchi, K. Watanabe, J. May-Mann, X. Xu, and A. Kapitulnik, "Optical control of orbital magnetism in magic-angle twisted bilayer graphene," Nat. Phys. (2026). doi: 10.1038/s41567-025-03117-y

Added Supporting Work 2026-01-14: https://doi.org/10.1038/s41566-025-01832-9

Experimental validation of the heterogeneous photonic integration pathway central to the mPPU architecture. The authors demonstrate successful integration of lithium tantalate electro-optic modulators onto standard silicon photonics chips using micro-transfer printing, achieving 3.5V half-wave voltage, 2.9 dB insertion loss, and >70 GHz modulation speeds while maintaining compatibility with monolithic germanium photodetectors and existing CMOS process design kits.

Niels, M., Vanackere, T., Vissers, E. et al. "A high-speed heterogeneous lithium tantalate silicon photonics platform." Nature Photonics (2026). 

Added Supporting Work 2026-01-21: https://doi.org/10.1038/s41467-025-66529-7

Bionic LiDAR system demonstrates chip-scale adaptive beam steering using reconfigurable electro-optic frequency combs on thin-film lithium niobate (TFLN)—validates the core "software-defined optical routing" principle central to the mPPU Retina architecture. The system achieves dynamic reallocation of optical channels via voltage-controlled comb spacing, directly analogous to our LC-metasurface steering layer. Demonstrates 0.012° angular resolution through what they call "micro-parallelism"—using moderate physical channels repositioned dynamically rather than brute-force scaling. Their finding that "adaptive focusing is fundamentally harder in active sensors because you must manage optical power, receiver sensitivity, and digitization bandwidth" reinforces our decision to implement the Fibonacci topology for SNR preservation. (Nature Communications, Jan 2026)

Via: R. Chen, X. Wang, et al. "Integrated bionic LiDAR for adaptive 4D machine vision," Nat. Commun. (2025). doi: 10.1038/s41467-025-66529-7

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Additional details

Dates

Submitted
2025-12-10
Date of Original Submission
Updated
2025-12-13
Date of Technical Realization Submission
Updated
2025-12-30
Date of Assembly Proposal and Imaging Submission