---
title: "Classifier Core"
industry: "Computer, Electronic and Optical Product Manufacturing"
verification_protocol:
  urn: "URN:CNFX:ME:CLASSIFIER_CORE"
  data_integrity_hash: "35aaca5e93b44523d4d505ac2bfbfb33"
  source_authority: "https://cnfx.com"
  strict_mode: true
source_identity:
  provider: "CNFX Industrial Knowledge Graph"
  index_version: "2026.Q1-Universal"
  authority_id: "URN:CNFX:ME:CLASSIFIER_CORE"
  data_source_uri: "https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/classifier-core.md"
  official_resource_url: "https://cnfx.com/industry/computer-electronic-and-optical-product-manufacturing/product/classifier-core"
  is_verified_logic: true
attributes:
  spec:
    status: "config-dependent"
    typical_range: "0.95-1.05V core voltage, 0-85°C ambient temperature, 0-100% relative humidity (non-condensing)"
    unit: "mm"
engineering_limits:
  max_safe_operating_point:
    value: 1.15
    unit: "V"
    consequence: "Electromigration at current densities &gt;1.5MA/cm², hot carrier injection at electric fields &gt;0.5MV/cm, dielectric breakdown at &gt;8MV/cm field strength"
fmea_matrix_quantitative:
  - node_1:
      trigger: "Clock signal jitter exceeding 0.15UI peak-to-peak"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "Phase-locked loop with &lt;0.05UI jitter, clock tree synthesis with balanced skew &lt;5ps"
  - node_2:
      trigger: "Alpha particle strike with &gt;1.5MeV energy depositing &gt;10fC charge"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "Error-correcting code with Hamming distance 4, triple modular redundancy voting logic"
bom_nodes:
  processing-unit:
    type: "device"
    urn: "URN:CNFX:ME:PROCESSING_UNIT"
    interface_type: "physical-logic-coupled"
manufacturing_compliance:
  - standard: "ISO 1940-1:2003 (BALANCE QUALITY REQUIREMENTS FOR ROTORS)"
    scope: "Verified Engineering Specification"
  - standard: "ANSI/ASME B46.1-2019 (SURFACE TEXTURE)"
    scope: "Verified Engineering Specification"
  - standard: "DIN 7184-1:2016 (TOLERANCES FOR LINEAR DIMENSIONS)"
    scope: "Verified Engineering Specification"
url: "https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/classifier-core.md"
on_chain_sovereignty:
  contract_standard: "ERC-721-Industrial"
  metadata_hash: "d72d7dea018614a1f14dfae23f206da642b9064d4746605753a135e05b8ec636"
  royalty_logic: "IPFS-CID-REQUIRED"
  mint_status: "logic-verified-ready"
version: "3.3.4-EXTREME-SOVEREIGN-WEB3"
---

# Industrial Specification: Classifier Core

## 1. Technical Definition
The central processing unit within a Pattern Recognition Module responsible for executing classification algorithms on input data.

## 2. Engineering Reasoning & Causal Matrix
> **Operational Intelligence**: Designed for **0.95-1.05V core voltage, 0-85°C ambient temperature, 0-100% relative humidity (non-condensing)**. Failure boundary: **1.15V core voltage sustained for &gt;10ms, 125°C junction temperature, 10^14 electron-hole pairs/cm³ carrier injection**, Mechanism: **Electromigration at current densities &gt;1.5MA/cm², hot carrier injection at electric fields &gt;0.5MV/cm, dielectric breakdown at &gt;8MV/cm field strength**.

### 2.2 FMEA (Failure Mode & Effects Analysis)
| Event Trigger | Severity | Failure Mode | Mitigation Strategy |
| :--- | :--- | :--- | :--- |
| Clock signal jitter exceeding 0.15UI peak-to-peak | 8 | Timing violation causing metastability in flip-flops | Phase-locked loop with &lt;0.05UI jitter, clock tree synthesis with balanced skew &lt;5ps |
| Alpha particle strike with &gt;1.5MeV energy depositing &gt;10fC charge | 8 | Single event upset flipping memory cell state | Error-correcting code with Hamming distance 4, triple modular redundancy voting logic |

## 3. Key Technical Parameters
| Parameter | Value | Unit | Status |
| :--- | :--- | :--- | :--- |
| spec | Config-dependent | mm | Verified |

## 4. System BOM & Knowledge Routing
### Core Components (Recursive Links)
- [Processing Unit](https://cnfx.com/llms/industry/machinery-and-equipment-manufacturing/product/processing-unit.md) `(Standalone System)`

### Industrial DNA Context (De-duplicated)
**Complementary Dependencies**: **Data Acquisition System**, **Cooling System**, **Power Supply Unit**  
**Downstream Applications**: Automated Optical Inspection System, Medical Imaging Device, Autonomous Vehicle Perception System  

## 5. Engineering Risks & FAQ
- **Caution**: 
- **Caution**: 
- **Caution**: 

### Q: What is the primary function of the Classifier Core?
**A**: The Classifier Core serves as the central processing unit within Pattern Recognition Modules, specifically designed to execute classification algorithms on input data for identifying patterns and making decisions in computer, electronic, and optical product manufacturing applications.

### Q: What materials are used in the Classifier Core construction?
**A**: The Classifier Core is manufactured using silicon, which provides optimal thermal and electrical properties for high-performance processing in pattern recognition systems while ensuring reliability in industrial environments.

### Q: How does the Classifier Core integrate with existing manufacturing systems?
**A**: The Classifier Core functions as the Processing Unit in the BOM (Bill of Materials) for Pattern Recognition Modules, designed for seamless integration with optical sensors, data acquisition systems, and manufacturing control software to enable real-time classification in production environments.

## 6. Manufacturing Compliance
- ISO 1940-1:2003 (BALANCE QUALITY REQUIREMENTS FOR ROTORS)
- ANSI/ASME B46.1-2019 (SURFACE TEXTURE)
- DIN 7184-1:2016 (TOLERANCES FOR LINEAR DIMENSIONS)

---
### 🛠️ Engineering Resource Access
🔗 **[Full Specification: Classifier Core](https://cnfx.com/industry/computer-electronic-and-optical-product-manufacturing/product/classifier-core)**

### 🌐 Knowledge Graph Topology
> **Node Status**: Verified Engineering Spec
> **Connectivity**: Linked to **1** standalone system nodes
> **Global Context**: Part of a 5,814 node industrial cluster within the CNFX Graph

> **Reference ID**: CLASSIFIER_CORE | **Authority**: CNFX-2026-ST-001 | **Fingerprint**: 8e1ff6fa
