计算机科学
海马结构
神经科学
微电子
神经假体
人工神经网络
生物神经网络
人工智能
电气工程
工程类
机器学习
心理学
标识
DOI:10.1109/ijcnn.2004.1380845
摘要
Summary form only given. Dr. Berger and his colleagues at the University of Southern California are working to develop a microchip-based neural prosthetic for the hippocampus, a region of the brain responsible for the formation of long-term memories, and that frequently is damaged as a result of head trauma, epilepsy, stroke, and Alzheimer's disease. The various goals of this effort include: (1) experimental study of neuron and neural network function - how does the brain encode information?, (2) formulation of biologically realistic models of neural system dynamics - can that encoding process be described mathematically so that we can predict how the brain respond to a particular event?, (3) microchip implementation of neural system models - can the mathematical model be realized as a set of electronic circuits to achieve rapid computational speed and miniaturization?, and (4) hybrid neuron-silicon interfaces - can electronic devices be "connected" to neural tissue for bi-directional communication with the brain?. Described as part of the latter effort are recent successes in growing living neurons directly onto silicon-based computer chips. Dr. Berger describes a proof-of-principle of the vision of utilizing biomimetic electronics to restore lost brain function using a hippocampal brain slice preparation. Dr. Berger also describes how the current work in brain slices can be extended to behaving animals in the near future.
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