NeuroscienceNeural NetworksPeer-reviewed
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data
Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers
This paper investigates how capacity constraints in CNNs affect learning of random versus natural data, finding that internal noise most effectively reduces performance on random data to chance levels.
7 citations