⚡A research paper titled 'Neurons Are All You Need' proposes stateless networks with adaptive dynamics.

"Neurons Are All You Need: stateless networks with adaptive dynamics" — arXiv cs.AI · AI & Technology

3 Nov 2026

What it means

This is a new arXiv preprint (2611.00186) that proposes a neural network architecture which is stateless—meaning it has no internal memory or hidden state across time steps—yet exhibits , i.e., its behavior changes over time through some mechanism (likely weight updates or neuron dynamics). The title is a play on the famous 'Attention Is All You Need' paper, suggesting that neurons alone (possibly spiking neurons) can replace attention mechanisms while maintaining adaptability.

Accuracy & sourcesSourced

The claim is based on the paper's title and metadata; as the primary source (the actual arXiv submission), the paper itself is the authoritative reference for its content. The arXiv ID indicates a November 2026 submission, so this is a very recent preprint.

How new

Genuinely new preprint, submitted to arXiv in November 2026.