19 citations · 20 across the 3 of their papers we have counts for
3 papers
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks
Owen Marschall, Kyunghyun Cho, Cristina Savin
We present a framework for compactly summarizing many recent results in efficient and/or biologically plausible online training of recurrent neural networks (RNN). The framework or…
Using local plasticity rules to train recurrent neural networks
Owen Marschall, Kyunghyun Cho, Cristina Savin
To learn useful dynamics on long time scales, neurons must use plasticity rules that account for long-term, circuit-wide effects of synaptic changes. In other words, neural circuit…
Non-archimedean connected Julia sets with branching
Dvij Bajpai, Robert L. Benedetto, Ruqian Chen +4
We construct the first examples of rational functions defined over a non-archimedean field with certain dynamical properties. In particular, we find such functions whose Julia sets…