no code implementations • 8 Sep 2023 • Yehonatan Avidan, Qianyi Li, Haim Sompolinsky
In this regime, two disparate theoretical frameworks have been used, in which the network's output is described using kernels: one framework is based on the Neural Tangent Kernel (NTK) which assumes linearized gradient descent dynamics, while the Neural Network Gaussian Process (NNGP) kernel assumes a Bayesian framework.
no code implementations • 4 Sep 2020 • Tomer Barak, Yehonatan Avidan, Yonatan Loewenstein
Finally, we propose that the computational principles underlying our approach can be used to model fluid intelligence in the cognitive sciences.
