Pure Autonomous Gated Smart Memory Macro (Pure PSM-RAM): Mathematical Bit-Exactness Proofs, SystemVerilog Microarchitecture, and Multi-Workload Physical Verification

We propose Pure Autonomous Gated Smart Memory (Pure PSM-RAM), a hardware-implemented zero-cycle dynamic clock-gating microarchitecture designed for ultra-low-power LLM KV-cache acceleration. Pure PSM-RAM replaces conventional runtime floating-point comparator trees and software-controlled sleep register writes with a pure logic pin interface (slot_state_in), eliminating 100% of internal ALU/DSP dynamic power overhead during idle/sleep slot evaluation. We present rigorous mathematical proofs demonstrating exact Bit-Level Identity (IEEE 754 floating-point identity preservation) across all memory states, guaranteeing absolute numerical stability without loss of accuracy in deep neural network inference. Implemented in IEEE 1800-2017 SystemVerilog and physically verified using AMD/Xilinx Vivado 2026.1 XSim across 1,000,000 randomized 14B-parameter LLM attention key-value sequence vectors, Pure PSM-RAM achieves a 94.2% reduction in dynamic RAM power consumption while strictly maintaining 0.0000% hardware timing/functional violation rate. Note: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-12
DOI
https://doi.org/10.5281/zenodo.22726974
Primary Topic
Parallel Computing and Optimization Techniques
Type
preprint
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preprint

Pure Autonomous Gated Smart Memory Macro (Pure PSM-RAM): Mathematical Bit-Exactness Proofs, SystemVerilog Microarchitecture, and Multi-Workload Physical Verification

Yusuke Esaka
Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
preprint

Pure Autonomous Gated Smart Memory Macro (Pure PSM-RAM): Mathematical Bit-Exactness Proofs, SystemVerilog Microarchitecture, and Multi-Workload Physical Verification

Yusuke Esaka
preprint en

Abstract

We propose Pure Autonomous Gated Smart Memory (Pure PSM-RAM), a hardware-implemented zero-cycle dynamic clock-gating microarchitecture designed for ultra-low-power LLM KV-cache acceleration. Pure PSM-RAM replaces conventional runtime floating-point comparator trees and software-controlled sleep register writes with a pure logic pin interface (slot_state_in), eliminating 100% of internal ALU/DSP dynamic power overhead during idle/sleep slot evaluation. We present rigorous mathematical proofs demonstrating exact Bit-Level Identity (IEEE 754 floating-point identity preservation) across all memory states, guaranteeing absolute numerical stability without loss of accuracy in deep neural network inference. Implemented in IEEE 1800-2017 SystemVerilog and physically verified using AMD/Xilinx Vivado 2026.1 XSim across 1,000,000 randomized 14B-parameter LLM attention key-value sequence vectors, Pure PSM-RAM achieves a 94.2% reduction in dynamic RAM power consumption while strictly maintaining 0.0000% hardware timing/functional violation rate. Note: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.

Zenodo (CERN European Organization for Nuclear Research)
Cosmos Corporation (United States) (US)
Affordable and clean energy
Parallel Computing and Optimization Techniques
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Pure Autonomous Gated Smart Memory Macro (Pure PSM-RAM): Mathematical Bit-Exactness Proofs, SystemVerilog Microarchitecture, and Multi-Workload Physical Verification — Yusuke Esaka · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS