Douglas Zhou

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 13

Top Topics

Maximum Entropy Principle

Compressed Bit Stream

Biologically Plausible

Neuronal Networks

Top Venues

Frontiers Comput. Neurosci.

J. Comput. Neurosci.

PLoS Comput. Biol.

Publications

Chongming Liu, Songting Li, Douglas Zhou
Dendritic Integration Based Quadratic Neural Networks Outperform Traditional Aritificial Ones. CoRR (2023)
Zhong-qi Kyle Tian, Jennifer Crodelle, Douglas Zhou
A Combined Offline-Online Algorithm for Hodgkin-Huxley Neural Networks. J. Sci. Comput. 84 (1) (2020)
Zhong-qi K. Tian, Douglas Zhou
Exponential Time Differencing Algorithm for Pulse-Coupled Hodgkin-Huxley Neural Networks. Frontiers Comput. Neurosci. 14 (2020)
Jennifer Crodelle, Douglas Zhou, Gregor Kovacic, David Cai
A computational investigation of electrotonic coupling between pyramidal cells in the cortex. J. Comput. Neurosci. 48 (4) (2020)
Zhi-Qin John Xu, Douglas Zhou, David Cai
Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis. Entropy 21 (1) (2019)
Jennifer Crodelle, Douglas Zhou, Gregor Kovacic, David Cai
A Role for Electrotonic Coupling Between Cortical Pyramidal Cells. Frontiers Comput. Neurosci. 13 (2019)
Songting Li, Nan Liu, Li Yao, Xiaohui Zhang, Douglas Zhou, David Cai
Determination of effective synaptic conductances using somatic voltage clamp. PLoS Comput. Biol. 15 (3) (2019)
Qing-long L. Gu, Zhong-qi K. Tian, Gregor Kovacic, Douglas Zhou, David Cai
The Dynamics of Balanced Spiking Neuronal Networks Under Poisson Drive Is Not Chaotic. Frontiers Comput. Neurosci. 12 (2018)
Bin Min, Douglas Zhou, David Cai
Effects of Firing Variability on Network Structures with Spike-Timing-Dependent Plasticity. Frontiers Comput. Neurosci. 12 (2018)
Qing-long L. Gu, Songting Li, Wei P. Dai, Douglas Zhou, David Cai
Balanced Active Core in Heterogeneous Neuronal Networks. Frontiers Comput. Neurosci. 12 (2018)
Zhi-Qin John Xu, Jennifer Crodelle, Douglas Zhou, David Cai
Maximum Entropy Principle Analysis in Network Systems with Short-time Recordings. CoRR (2018)
Yaoyu Zhang, Yanyang Xiao, Douglas Zhou, David Cai
Spike-Triggered Regression for Synaptic Connectivity Reconstruction in Neuronal Networks. Frontiers Comput. Neurosci. 11 (2017)
Victor J. Barranca, Gregor Kovacic, Douglas Zhou, David Cai
Efficient image processing via compressive sensing of integrate-and-fire neuronal network dynamics. Neurocomputing 171 (2016)
Jiwei Zhang, Douglas Zhou, David Cai, Aaditya V. Rangan
A coarse-grained framework for spiking neuronal networks: between homogeneity and synchrony. J. Comput. Neurosci. 37 (1) (2014)
Victor J. Barranca, Gregor Kovacic, Douglas Zhou, David Cai
Sparsity and Compressed Coding in Sensory Systems. PLoS Comput. Biol. 10 (8) (2014)
Jiwei Zhang, Katherine Newhall, Douglas Zhou, Aaditya V. Rangan
Distribution of correlated spiking events in a population-based approach for Integrate-and-Fire networks. J. Comput. Neurosci. 36 (2) (2014)
Douglas Zhou, Yaoyu Zhang, Yanyang Xiao, David Cai
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics. Frontiers Comput. Neurosci. 8 (2014)
Songting Li, Nan Liu, Xiaohui Zhang, Douglas Zhou, David Cai
Bilinearity in Spatiotemporal Integration of Synaptic Inputs. PLoS Comput. Biol. 10 (12) (2014)
Yi Sun, Aaditya V. Rangan, Douglas Zhou, David Cai
Coarse-grained event tree analysis for quantifying Hodgkin-Huxley neuronal network dynamics. J. Comput. Neurosci. 32 (1) (2012)
Douglas Zhou, Yi Sun, Aaditya V. Rangan, David Cai
Spectrum of Lyapunov exponents of non-smooth dynamical systems of integrate-and-fire type. J. Comput. Neurosci. 28 (2) (2010)
Yi Sun, Douglas Zhou, Aaditya V. Rangan, David Cai
Pseudo-Lyapunov exponents and predictability of Hodgkin-Huxley neuronal network dynamics. J. Comput. Neurosci. 28 (2) (2010)
Yi Sun, Douglas Zhou, Aaditya V. Rangan, David Cai
Library-based numerical reduction of the Hodgkin-Huxley neuron for network simulation. J. Comput. Neurosci. 27 (3) (2009)