Berger Theodore, Song Dong, Chan Rosa, Shin Dae, Marmarelis Vasilis, Hampson Robert, Sweatt Andrew, Heck Christi, Liu Charles, Wills Jack, Lacoss Jeff, Granacki John, Gerhardt Greg, Deadwyler Sam
Department of Biomedical Engineering, Center for Neural Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, USA.
IEEE Pulse. 2012 Sep-Oct;3(5):17-22. doi: 10.1109/MPUL.2012.2205775.
Remind, which stands for "restorative encoding memory integration neural device," is a Defense Advanced Research Projects Agency (DARPA)-sponsored program to construct the first-ever cognitive prosthesis to replace lost memory function and enhance the existing memory capacity in animals and, ultimately, in humans. Reaching this goal involves understanding something fundamental about the brain that has not been understood previously: how the brain internally codes memories. In developing a hippocampal prosthesis for the rat, we have been able to demonstrate a multiple-input, multiple- output (MIMO) nonlinear model that predicts in real time the spatiotemporal codes for specific memories required for correct performance on a standard learning/memory task, i.e., delayed-nonmatch-to-sample (DNMS) memory. The MIMO model has been tested successfully in a number of contexts; most notably, in animals with a pharmacologically disabled hippocampus, we were able to reinstate long-term memories necessary for correct DNMS behavior by substituting a MIMO model-predicted code, delivered by electrical stimulation to the hippocampus through an array of electrodes, resulting in spatiotemporal hippocampal activity that is normally generated endogenously. We also have shown that delivering the same model-predicted code to electrode-implanted control animals with a normally functioning hippocampus substantially enhances animals memory capacity above control levels. These results in rodents have formed the basis for extending the MIMO model to nonhuman primates; this is now underway as the last step of the REMIND program before developing a MIMO-based cognitive prosthesis for humans.
Remind代表“恢复性编码记忆整合神经装置”,是美国国防高级研究计划局(DARPA)资助的一个项目,旨在构建首个认知假体,以替代动物(最终是人类)丧失的记忆功能并增强其现有记忆能力。要实现这一目标,需要了解大脑中一些此前未被理解的基本情况:大脑如何在内部编码记忆。在为大鼠开发海马体假体的过程中,我们已经能够证明一种多输入多输出(MIMO)非线性模型,该模型能够实时预测在标准学习/记忆任务(即延迟非匹配样本(DNMS)记忆)中正确表现所需的特定记忆的时空编码。MIMO模型已在多种情况下成功测试;最值得注意的是,在海马体因药物作用而失能的动物中,我们能够通过用MIMO模型预测的编码进行替代来恢复正确DNMS行为所需的长期记忆,该编码通过电极阵列对海马体进行电刺激来传递,从而产生通常由内源性产生的海马体时空活动。我们还表明,将相同的模型预测编码传递给海马体功能正常的植入电极的对照动物,可使动物的记忆能力大幅提高到对照水平之上。啮齿动物的这些结果为将MIMO模型扩展到非人类灵长类动物奠定了基础;目前这一工作正在进行,这是Remind项目在为人类开发基于MIMO的认知假体之前的最后一步。