Integer-Only Operations on Extreme Learning Machine Test Time Classification

📰 ArXiv cs.AI

Extreme Learning Machine test time classification can be performed using solely integer operations without compromising accuracy

advanced Published 7 Apr 2026
Action Steps
  1. Derive characteristics from Extreme Learning Machine models
  2. Explore integer-only operations for test time classification
  3. Evaluate the impact on classification accuracy and computational cost
Who Needs to Know This

ML researchers and engineers working on efficient neural network implementations can benefit from this research to optimize their models for better performance and reduced computational cost

Key Insight

💡 Integer-only operations can be used for ELM test time classification without compromising accuracy

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💡 Integer-only ops for ELM test time classification without accuracy loss!
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