Neural architectures and conditional computation
A research field
Neural architectures and conditional computation is losing ground in AI research: 1.2% to 1.1% of new AI papers, -0.1 points. It ranks #31 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.1 pts
- Share, last 3 months
- 1.1%
- Papers, last 3 months
- 360
- Ready for products
- 2.4 / 5
Ideas in this field
Transformer architecture0.1% → 0.1%+0.0 ptsNeural ordinary differential equation0.0% → 0.0%0.0 ptsHybrid attention0.1% → 0.0%0.0 ptsLong context language modeling0.0% → 0.0%0.0 ptsPhysics informed neural network0.0% → 0.0%0.0 ptsConvolutional neural network0.0% → 0.0%0.0 ptsNeural cellular automata0.0% → 0.0%0.0 ptsHypernetwork0.0% → 0.0%0.0 ptsNeural operator0.0% → 0.0%0.0 ptsNeuromorphic computing0.0% → 0.0%0.0 pts
Companies working on it
Neural architectures and conditional computation: quick answers
No. Its share of new AI papers went from 1.2% to 1.1%, with 360 papers in the last 3 months.