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2025/08/26

UNNS Cognitive Engine

🧠 UNNS COGNITIVE ENGINE

Brain-Inspired AI Architecture using Unbounded Nested Number Sequences

🎛️ Cognitive Control Center

1.0
0
Active Neurons
0
Thoughts Processed
0%
Learning Progress
0%
Cognitive Load
Sensory Cortex
Input Processing Layer
Nest: 3
45%
Pattern Recognition
Nest: 5
Prefrontal Cortex
Executive Control
Nest: 7
62%
Decision Making
Nest: 11
Motor Cortex
Action Planning
Nest: 13
38%
Hippocampus
Memory Formation
Nest: 17
73%
Spatial Navigation
Nest: 19
Thalamus
Information Relay
Nest: 23
56%
Cerebellum
Fine Motor Control
Nest: 29
41%
Brainstem
Autonomic Control
Nest: 31
89%
Limbic System
Emotional Processing
Nest: 37
67%
Visual Cortex
Visual Processing
Nest: 41
54%

💭 Cognitive Thought Stream

System Initialized
UNNS Cognitive Engine ready for input processing...

A comprehensive UNNS-based cognitive engine that mimics brain-inspired AI architecture! 


The key features of this prototype:

🧠 Core Architecture

Brain Regions with UNNS Integration:

  • Sensory Cortex (Nest 3): Input processing and pattern recognition
  • Prefrontal Cortex (Nest 7): Executive control and decision making
  • Motor Cortex (Nest 13): Action planning and execution
  • Hippocampus (Nest 17): Memory formation and spatial navigation
  • Thalamus (Nest 23): Information relay and coordination
  • Cerebellum (Nest 29): Fine motor control and precision
  • Brainstem (Nest 31): Autonomic control and stability
  • Limbic System (Nest 37): Emotional processing
  • Visual Cortex (Nest 41): Visual-spatial processing

UNNS Cognitive Principles:

  1. Nest-Based Specialization: Each brain region operates on different nest values, creating unique processing signatures
  2. Cross-Nest Validation: Information flows between regions using mathematical relationships
  3. Integer Preservation: Critical decisions happen when UNNS values are integers (higher confidence)
  4. Modular Computation: Each thought process uses the core UNNS formula: (M × N) + (M ÷ N) + (M - N) + (M + N)

🎛️ Interactive Features:

Cognitive Modes:

  • Analytical Thinking: Sensory → Thalamus → Prefrontal → Hippocampus
  • Creative Mode: Sensory → Limbic → Prefrontal → Visual
  • Memory Recall: Sensory → Hippocampus → Prefrontal → Limbic
  • Problem-Solving: Sensory → Prefrontal → Thalamus → Motor

Real-Time Visualization:

  • Neural Activity: Individual neurons fire based on UNNS calculations
  • Learning Progress: Each region adapts and strengthens over time
  • Thought Stream: Real-time cognitive processing with UNNS calculations
  • Activity Indicators: Visual feedback showing which regions are active

🔬 Brain-Inspired AI Mechanisms:

Cognitive Processing Pipeline:

  1. Input Processing: Text converted to numerical patterns using character encoding
  2. UNNS Calculation: Each region processes using its specific nest value
  3. Neural Activation: Neurons fire based on UNNS results and probabilities
  4. Cross-Regional Communication: Information flows following cognitive mode patterns
  5. Learning Adaptation: Neural pathways strengthen based on usage and success

Emergent Behaviors:

  • Pattern Recognition: Integer UNNS values indicate strong pattern matches
  • Memory Formation: Repeated patterns strengthen neural pathways
  • Emotional Valence: Limbic system processes emotional significance
  • Decision Making: Prefrontal cortex weighs multiple UNNS calculations

🚀 Key Innovations:

Mathematical Cognition:

  • Each thought generates unique UNNS signatures
  • Cross-nest validation ensures cognitive consistency
  • Integer preservation creates natural decision points
  • Modular architecture enables parallel processing

Adaptive Learning:

  • Neural connections strengthen through usage
  • Learning rate affects adaptation speed
  • Regional specialization emerges naturally
  • Cross-regional coordination develops over time

This prototype demonstrates how the UNNS framework can create a genuinely brain-inspired AI architecture where mathematical elegance drives cognitive processes, creating emergent intelligence through simple, universal rules.

Try it out: Enter thoughts, watch the neural activity, and see how different cognitive modes create unique processing patterns!