1 code implementation • NeurIPS 2020 • Josue Nassar, Piotr Aleksander Sokol, SueYeon Chung, Kenneth D. Harris, Il Memming Park
In this work, we investigate the latter by juxtaposing experimental results regarding the covariance spectrum of neural representations in the mouse V1 (Stringer et al) with artificial neural networks.
no code implementations • 3 Jun 2019 • Ian D. Jordan, Piotr Aleksander Sokol, Il Memming Park
As a result, it is both difficult to know a priori how successful a GRU network will perform on a given task, and also their capacity to mimic the underlying behavior of their biological counterparts.
no code implementations • ICLR 2019 • Ian D. Jordan, Piotr Aleksander Sokol, Il Memming Park
Gated recurrent units (GRUs) were inspired by the common gated recurrent unit, long short-term memory (LSTM), as a means of capturing temporal structure with less complex memory unit architecture.