Cognitive Science

Bio-Inspired

Friston, K. The free-energy principle: a unified brain theory? Nature reviews neuroscience'10
Geisler, W. S., and Randy L. D. "Bayesian natural selection and the evolution of perceptual systems. Philosophical Transactions of the Royal Society of London. Biological Sciences'02

Spiking Neural Network

Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks
Gradient Descent for Spiking Neural Networks (Terry Sejnowski)

Misc

Xundong Wu, Xiangwen Liu, Wei Li, Qing Wu. Improved Expressivity Through Dendritic Neural Networks. NIPS'18