Altermagnetic Base-10 Processing-in-Memory: A Theoretical Proposal for Decimal Computation via Antiferromagnetic Domain Wall Positioning

This work presents a theoretical proposal for a base-10 (decimal) processing-in-memory (PIM) architecture built on a new class of magnetic materials called altermagnets. The proposal addresses two fundamental limitations of modern computing simultaneously: the von Neumann bottleneck — the energy and latency cost of moving data between separate memory and processing units — and the inability of binary hardware to represent decimal fractions exactly, which causes the well-known floating-point rounding problem (0.1 + 0.2 ≠ 0.3 in standard computing). The primary architecture proposes encoding decimal digits as the physical position of an antiferromagnetic domain wall at one of ten discrete sites along a nanoscale track in manganese telluride (MnTe) — a material recently confirmed as an altermagnet, a newly characterised class of magnetic material that enables electrical readout without an external magnetic field. Thermal stability above CPU operating temperatures is addressed through a MnTe/CrSb (chromium antimonide) superlattice, where CrSb acts as a magnetic anchor due to its much higher magnetic ordering temperature (~700 K). Arithmetic operations — addition, subtraction, comparison — are performed in-place by moving the domain wall, eliminating the need to transfer data to a separate processor. The document covers: the physical and materials science background; the reasoning for the primary material selection; a full device architecture with theoretical performance analysis; a step-by-step theoretical manufacturing pathway; six alternative material pathways including Mn₃Sn kagome antiferromagnets and pure CrSb variants; physical integration targets from co-processor to CPU+RAM replacement; application domains; and ten prioritised experimental hurdles with specific characterisation methods required to advance this concept toward a working prototype. This is an original theoretical proposal by an independent researcher, incorporating literature current to early 2026. It is intended to serve as both a foundation for discussion and an experimental roadmap, and the author invites contact from researchers with relevant experimental capabilities.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-30
DOI
https://doi.org/10.5281/zenodo.20455350
Primary Topic
Magnetic properties of thin films
Type
preprint
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preprint

Altermagnetic Base-10 Processing-in-Memory: A Theoretical Proposal for Decimal Computation via Antiferromagnetic Domain Wall Positioning

Kasey Azure
Zenodo (CERN European Organization for Nuclear Research)
Magnetic properties of thin films
preprint

Altermagnetic Base-10 Processing-in-Memory: A Theoretical Proposal for Decimal Computation via Antiferromagnetic Domain Wall Positioning

Kasey Azure
preprint en

Abstract

This work presents a theoretical proposal for a base-10 (decimal) processing-in-memory (PIM) architecture built on a new class of magnetic materials called altermagnets. The proposal addresses two fundamental limitations of modern computing simultaneously: the von Neumann bottleneck — the energy and latency cost of moving data between separate memory and processing units — and the inability of binary hardware to represent decimal fractions exactly, which causes the well-known floating-point rounding problem (0.1 + 0.2 ≠ 0.3 in standard computing). The primary architecture proposes encoding decimal digits as the physical position of an antiferromagnetic domain wall at one of ten discrete sites along a nanoscale track in manganese telluride (MnTe) — a material recently confirmed as an altermagnet, a newly characterised class of magnetic material that enables electrical readout without an external magnetic field. Thermal stability above CPU operating temperatures is addressed through a MnTe/CrSb (chromium antimonide) superlattice, where CrSb acts as a magnetic anchor due to its much higher magnetic ordering temperature (~700 K). Arithmetic operations — addition, subtraction, comparison — are performed in-place by moving the domain wall, eliminating the need to transfer data to a separate processor. The document covers: the physical and materials science background; the reasoning for the primary material selection; a full device architecture with theoretical performance analysis; a step-by-step theoretical manufacturing pathway; six alternative material pathways including Mn₃Sn kagome antiferromagnets and pure CrSb variants; physical integration targets from co-processor to CPU+RAM replacement; application domains; and ten prioritised experimental hurdles with specific characterisation methods required to advance this concept toward a working prototype. This is an original theoretical proposal by an independent researcher, incorporating literature current to early 2026. It is intended to serve as both a foundation for discussion and an experimental roadmap, and the author invites contact from researchers with relevant experimental capabilities.

Zenodo (CERN European Organization for Nuclear Research)
Magnetic properties of thin films
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