List of works - Jian K Liu

A spike-timing pattern based neural network model for the study of memory dynamics

scientific article

Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques

scientific article published on 12 April 2017

Coding Capacity of Purkinje Cells With Different Schemes of Morphological Reduction.

scientific article published on 15 May 2019

Dissecting cascade computational components in spiking neural networks

scientific article published on 29 November 2021

Embedding multiple trajectories in simulated recurrent neural networks in a self-organizing manner

scientific article

Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All

scientific article published on 03 October 2018

Hierarchical structure analysis describing abnormal base composition of genomes

scientific article published on 14 October 2005

Hierarchical structure description of spatiotemporal chaos.

scientific article published on 29 September 2004

Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

scientific article published on 26 July 2017

Learning rule of homeostatic synaptic scaling: presynaptic dependent or not.

scientific article published on 15 September 2011

MATRIEX imaging: multiarea two-photon real-time in vivo explorer

scientific article published on 28 November 2019

Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit

scientific article (publication date: 19 September 2016)

Reconstruction of natural visual scenes from neural spikes with deep neural networks

scientific article published on 08 February 2020

Robust Transcoding Sensory Information With Neural Spikes

scientific article published in 2022

Simple model for encoding natural images by retinal ganglion cells with nonlinear spatial integration

scientific article published on 08 March 2022

Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina

scientific article

Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains ⬇️

scientific article

List of works by Jian K Liu

A spike-timing pattern based neural network model for the study of memory dynamics

Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques

Coding Capacity of Purkinje Cells With Different Schemes of Morphological Reduction.

Dissecting cascade computational components in spiking neural networks

Embedding multiple trajectories in simulated recurrent neural networks in a self-organizing manner

Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All

Hierarchical structure analysis describing abnormal base composition of genomes

Hierarchical structure description of spatiotemporal chaos.

Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

Learning rule of homeostatic synaptic scaling: presynaptic dependent or not.

MATRIEX imaging: multiarea two-photon real-time in vivo explorer

Mechanisms and functional roles of glutamatergic synapse diversity in a cerebellar circuit

Reconstruction of natural visual scenes from neural spikes with deep neural networks

Robust Transcoding Sensory Information With Neural Spikes

Simple model for encoding natural images by retinal ganglion cells with nonlinear spatial integration

Spike-Triggered Covariance Analysis Reveals Phenomenological Diversity of Contrast Adaptation in the Retina

Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains ⬇️