Activity–weight duality in feed-forward neural networks reveals two co-determinants for generalization
- Yu Feng
- Wei Zhang
- et al.
- 2023
- Nature Machine Intelligence
Publications
123 results for Yuhai Tu
Free energy dissipation enhances spatial accuracy and robustness of self-positioned Turing pattern in small biochemical systems
- Dongliang Zhang
- Chenghao Zhang
- et al.
- 2023
- Journal of the Royal Society Interface
Stochastic Gradient Descent Introduces an Effective Landscape-Dependent Regularization Favoring Flat Solutions
- Ning Yang
- Chao Tang
- et al.
- 2023
- Physical Review Letters
Stochastic gradient descent introduces an effective landscape-dependent regularization favoring flat solutions
- Ning Yang
- Yuhai Tu
- et al.
- 2023
- APS March Meeting 2023
The nonequilibrium thermodynamics of flocking of active spins
- Qiwei Yu
- Yuhai Tu
- 2023
- APS March Meeting 2023
Energy Cost for Flocking of Active Spins: The Cusped Dissipation Maximum at the Flocking Transition
- Qiwei Yu
- Yuhai Tu
- 2022
- Physical Review Letters
A multi-state dynamic process confers mechano-adaptation to a biological nanomachine
- Navish Wadhwa
- Alberto Sassi
- et al.
- 2022
- Nature Communications
Dynamic instability of dendrite tips generates the highly branched morphologies of sensory neurons
- Sonal Shree
- Sabyasachi Sutradhar
- et al.
- 2022
- Science Advances
Modeling Bacterial Flagellar Motor With New Structure Information: Rotational Dynamics of Two Interacting Protein Nano-Rings
- Yuansheng Cao
- Tairan Li
- et al.
- 2022
- Frontiers in Microbiology
State-space renormalization group theory of nonequilibrium reaction networks: Exact solutions for hypercubic lattices in arbitrary dimensions
- Qiwei Yu
- Yuhai Tu
- 2022
- Physical Review E