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| | David Sussillo，从孤儿院到科学家 | | | 神经杂志 ｜ 2026-09-19 | | | |
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scroll 0 1 在本次与《Neuron》的访谈中，David Sussillo回顾了他从不利的童年环境成长为计算神经科学和人工智能领域领军研究者的历程。他讨论了FORCE学习算法的发展、神经网络可解释性的进展、学术界与工业界的互动关系，并给来自非传统背景的有志科学家提供了建议。
个人简介
David Sussillo是一位神经科学家、技术专家，也是《涌现：童年、计算与心灵奥秘的回忆录》（Emergence: A Memoir of Boyhood, Computation, and the Mysteries of Mind）（2026年3月出版）的作者，该书追溯了他从阿尔伯克基基督徒儿童之家（Albuquerque Christian Children's Home，ACCH）到成为计算神经科学家和人工智能研究者的历程。
David在哥伦比亚大学师从Larry Abbott获得博士学位，并在斯坦福大学跟随Krishna Shenoy完成博士后研究。在此期间，David研究了循环神经网络（recurrent neural networks，RNNs），包括其训练、建模、可解释性以及在神经数据分析中的应用。
他目前是斯坦福大学的兼职教授，同时也是Meta Reality Labs的科学家，此前曾在Google Brain（现为Google DeepMind）工作，开发人工智能可解释性的新方法。他的研究应用人工神经网络来理解神经元群体如何共同产生计算和行为。在Meta，他致力于基于肌电信号的脑机接口研究，以开发下一代人机交互技术。
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你的童年充满了重大挑战——在阿尔伯克基基督徒儿童之家度过多年，母亲频繁进出精神病院。你能谈谈那段经历吗？在ACCH的日常生活是怎样的？那些年如何塑造了今天的你？
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