Difference between revisions of "Human brain"
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=Comparisons= | =Comparisons= | ||
* 2024-05: [https://arxiv.org/abs/2405.02325 Are Biological Systems More Intelligent Than Artificial Intelligence?] | * 2024-05: [https://arxiv.org/abs/2405.02325 Are Biological Systems More Intelligent Than Artificial Intelligence?] | ||
| + | * 2025-03: Google: [https://research.google/blog/deciphering-language-processing-in-the-human-brain-through-llm-representations/ Deciphering language processing in the human brain through LLM representations] | ||
| + | ** 2022-03: [https://www.nature.com/articles/s41593-022-01026-4 Shared computational principles for language processing in humans and deep language models] | ||
| + | ** 2024-03: [https://www.nature.com/articles/s41467-024-46631-y Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns] | ||
| + | ** 2025-03: [https://www.nature.com/articles/s41562-025-02105-9 A unified acoustic-to-speech-to-language embedding space captures the neural basis of natural language processing in everyday conversations] | ||
=Simulate Brain= | =Simulate Brain= | ||
Revision as of 12:02, 22 March 2025
Contents
Understanding
Computational Analysis
Comparison to computer
- How (and Why) to Think that the Brain is Literally a Computer
- Contextual feature extraction hierarchies converge in large language models and the brain (LLMs are becoming more brain-like as they advance)
Biological vs. artificial neuron
- Single cortical neurons as deep artificial neural networks: Each biological neuron can be simulated using DNN of 5-8 layers
- Mapping Biological Neuron Dynamics into an Interpretable Two-layer Artificial Neural Network
Data processing
- Representational geometry: integrating cognition, computation, and the brain
- Language is primarily a tool for communication rather than thought
- The Unbearable Slowness of Being: Why do we live at 10 bits/s? (preprint)
Extract manifold/geometry
Comparisons
- 2024-05: Are Biological Systems More Intelligent Than Artificial Intelligence?
- 2025-03: Google: Deciphering language processing in the human brain through LLM representations
- 2022-03: Shared computational principles for language processing in humans and deep language models
- 2024-03: Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns
- 2025-03: A unified acoustic-to-speech-to-language embedding space captures the neural basis of natural language processing in everyday conversations
Simulate Brain
- 2023-09: The Digital Twin Brain: A Bridge between Biological and Artificial Intelligence
- 2024-12: Simulation and assimilation of the digital human brain (preprint, code)
- 2024-12: Predicting Human Brain States with Transformer
