Yanbo Lian

Learning Spatiotemporal Properties of Hippocampal Place Cells.

Yanbo Lian, Anthony N Burkitt

Journal article  |  2022  |  eNeuro

It is well known that hippocampal place cells have spatiotemporal properties, namely, that they generally respond to a single spat..

Learning an Efficient Hippocampal Place Map from Entorhinal Inputs Using Non-Negative Sparse Coding

Yanbo Lian, Anthony N Burkitt

Journal article  |  2021  |  ENEURO

Cells in the entorhinal cortex (EC) contain rich spatial information and project strongly to the hippocampus where a cognitive map..

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

This papers considers parameter estimation of a constant gain system with only binary measurements of the input and output signals..