3 papers
cs.LG2022
Can deep learning match the efficiency of human visual long-term memory in storing object details?
A. Emin Orhan
Humans have a remarkably large capacity to store detailed visual information in long-term memory even after a single exposure, as demonstrated by classic experiments in psychology.…
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.CV2018
A Simple Cache Model for Image Recognition
A. Emin Orhan
Training large-scale image recognition models is computationally expensive. This raises the question of whether there might be simple ways to improve the test performance of an alr…