The Computational Supremacy of the Human Brain: A Comprehensive Analysis of Information Processing Efficiency Across Biological and Artificial Substrates

This paper presents a rigorous comparative analysis of information processing efficiency across biological neural networks and contemporary artificial computational paradigms. The human brain achieves approximately 10¹⁶ operations per second while consuming merely 20 watts—equivalent to two 10-watt LED light bulbs—yielding an efficiency of ~10⁻¹⁵ joules per operation. This represents a six-order-of-magnitude advantage over digital processors and establishes the brain as the most sophisticated known computational substrate.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-19
DOI
https://doi.org/10.5281/zenodo.17982870
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

The Computational Supremacy of the Human Brain: A Comprehensive Analysis of Information Processing Efficiency Across Biological and Artificial Substrates

PAULO SÉRGIO DE ANDRADE
Zenodo (CERN European Organization for Nuclear Research)
Advanced Memory and Neural Computing
article

The Computational Supremacy of the Human Brain: A Comprehensive Analysis of Information Processing Efficiency Across Biological and Artificial Substrates

PAULO SÉRGIO DE ANDRADE
article en

Abstract

This paper presents a rigorous comparative analysis of information processing efficiency across biological neural networks and contemporary artificial computational paradigms. The human brain achieves approximately 10¹⁶ operations per second while consuming merely 20 watts—equivalent to two 10-watt LED light bulbs—yielding an efficiency of ~10⁻¹⁵ joules per operation. This represents a six-order-of-magnitude advantage over digital processors and establishes the brain as the most sophisticated known computational substrate.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 43%
Advanced Memory and Neural Computing
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The Computational Supremacy of the Human Brain: A Comprehensive Analysis of Information Processing Efficiency Across Biological and Artificial Substrates — PAULO SÉRGIO DE ANDRADE · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS