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Increasing Electrical Stimulation Efficacy in Degenerated Retina: Stimulus Waveform Design in a Multiscale Computational Model

机译:在退化的视网膜中增加电刺激功效:多尺度计算模型中的刺激波形设计

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摘要

A computational model of electrical stimulation of the retina is proposed for investigating current waveforms used in prosthetic devices for restoring partial vision lost to retinal degenerative diseases. The model framework combines a connectome-based neural network model characterized by accurate morphological and synaptic properties with an Admittance Method model of bulk tissue and prosthetic electronics. In this model, the retina was computationally “degenerated,” considering cellular death and anatomical changes that occur early in disease, as well as altered neural behavior that develops throughout the neurodegeneration and is likely interfering with current attempts at restoring vision. A resulting analysis of stimulation range and threshold of ON ganglion cells within retina that are either healthy or in beginning stages of degeneration is presented for currently-used stimulation waveforms, and an asymmetric biphasic current stimulation for subduing spontaneous firing to allow increased control over ganglion cell firing patterns in degenerated retina is proposed. Results show that stimulation thresholds of retinal ganglion cells do not notably vary after beginning stages of retina degeneration. In addition, simulation of proposed asymmetric waveforms showed the ability to enhance the control of ganglion cell firing via electrical stimulation.
机译:提出了视网膜电刺激的计算模型,以研究用于修复因视网膜退化性疾病而丧失的部分视力的修复设备中使用的电流波形。该模型框架结合了具有精确形态学和突触特性的基于连接器的神经网络模型以及大体积组织和假体电子的导纳方法模型。在该模型中,考虑到疾病早期发生的细胞死亡和解剖变化,以及整个神经退行性发展过程中神经行为的改变,视网膜在计算上“退化了”,并有可能干扰当前恢复视力的尝试。针对当前使用的刺激波形,给出了健康或变性初期视网膜内ON神经节细胞的刺激范围和阈值的结果分析,以及用于抑制自发性放电的非对称双相电流刺激,以增强对神经节细胞的控制提出了退化视网膜的放电模式。结果表明,在视网膜变性开始之后,视网膜神经节细胞的刺激阈值没有明显变化。另外,对提出的不对称波形的仿真显示了通过电刺激增强神经节细胞放电控制的能力。

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