Yanbo Lian

Learning receptive field properties of complex cells in V1

Yanbo Lian, Ali Almasi, David B Grayden, Tatiana Kameneva, Anthony N Burkitt, Hamish Meffin

Journal article  |  2021  |  PLOS Computational Biology

There are two distinct classes of cells in the primary visual cortex (V1): simple cells and complex cells. One defining feature of..

Toward a Biologically Plausible Model of LGN-V1 Pathways Based on Efficient Coding

Yanbo Lian, David B Grayden, Tatiana Kameneva, Hamish Meffin, Anthony N Burkitt

Journal article  |  2019  |  Frontiers in Neural Circuits

Increasing evidence supports the hypothesis that the visual system employs a sparse code to represent visual stimuli, where inform..

Learning receptive field properties in a biologically plausible model of primary visual cortex

Yanbo Lian

Thesis / Dissertation  |  2019

While the eye is a complex structure, it is just the start of an even more complex series of visual information processing centers..

Parameter Estimation with Binary Observations of Input and Output Signals

Y Lian, Z Luo, E WEYER, GN Nair

Conference Proceedings  |  2016  |  2016 Australian Control Conference (AuCC)

Learning an efficient hippocampal place map from entorhinal inputs using non-negative sparse coding

Yanbo Lian, Anthony N Burkitt

Journal article

AbstractCells in the entorhinal cortex (EC) contain rich spatial information and projects strongly to the hippocampus where a cogn..