Sparse large-scale nonlinear dynamical modeling of human hippocampus for memory prostheses

D Song, BS Robinson, RE Hampson… - … on Neural Systems …, 2016 - ieeexplore.ieee.org
In order to build hippocampal prostheses for restoring memory functions, we build sparse
multi-input, multi-output (MIMO) nonlinear dynamical models of the human hippocampus …

Accelerating estimation of a multi-input multi-output model of the hippocampus with a parallel computing strategy

X She, BS Robinson, TW Berger… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
To build hippocampal memory prosthesis for restoring memory functions, we previously
developed and implemented a multi-input multi-output (MIMO) nonlinear dynamic model of …

Characterization of Complex Brain Functions with Sparse Nonlinear Dynamical Modeling

D Song, TW Berger - The Physics of the Mind and Brain Disorders …, 2017 - Springer
Building computational models to explain and mimic complex brain functions is one of the
most challenging goals in science and engineering. In this article, we describe a specific …