Bio-inspired Network

  1. Use the first few layers to simulate neuron activation in human brain [1]

  2. Use the attention learnt by network to mimick human attention [2]

Reference

[1] Dapello, Joel, et al. “Simulating a primary visual cortex at the front of CNNs improves robustness to image perturbations.” BioRxiv (2020).

[2] Linsley, Drew, et al. “Learning what and where to attend.” arXiv preprint arXiv:1805.08819 (2018).