12 citations · 12 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Two-argument activation functions learn soft XOR operations like cortical neurons
Kijung Yoon, Emin Orhan, Juhyun Kim +1
Neurons in the brain are complex machines with distinct functional compartments that interact nonlinearly. In contrast, neurons in artificial neural networks abstract away this com…
cs.SD2021
AvaTr: One-Shot Speaker Extraction with Transformers
Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen +3
To extract the voice of a target speaker when mixed with a variety of other sounds, such as white and ambient noises or the voices of interfering speakers, we extend the Transforme…
cs.LG2019★ 12 cited
Learning From Brains How to Regularize Machines
Zhe Li, Wieland Brendel, Edgar Y. Walker +7
Despite impressive performance on numerous visual tasks, Convolutional Neural Networks (CNNs) --- unlike brains --- are often highly sensitive to small perturbations of their input…