迈向下一代人工智能：催化神经人工智能革命
人工智能
2023-02-24 v3 神经元与认知
摘要
神经科学长期以来一直是人工智能（AI）进步的重要驱动力。我们提出，要加速人工智能的进展，必须投资于神经人工智能（NeuroAI）的基础研究。其核心组成部分是具身图灵测试，该测试要求人工智能动物模型以与其活体对应物相似的技能水平与感觉运动世界进行交互。具身图灵测试将焦点从游戏玩耍和语言等尤其发达或为人类独有那些能力，转移到所有动物共享的、继承自超过五亿年进化的那些能力上。构建能够通过具身图灵测试的模型将为下一代人工智能提供路线图。
引用
@article{arxiv.2210.08340,
title = {Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution},
author = {Anthony Zador and Sean Escola and Blake Richards and Bence Ölveczky and Yoshua Bengio and Kwabena Boahen and Matthew Botvinick and Dmitri Chklovskii and Anne Churchland and Claudia Clopath and James DiCarlo and Surya Ganguli and Jeff Hawkins and Konrad Koerding and Alexei Koulakov and Yann LeCun and Timothy Lillicrap and Adam Marblestone and Bruno Olshausen and Alexandre Pouget and Cristina Savin and Terrence Sejnowski and Eero Simoncelli and Sara Solla and David Sussillo and Andreas S. Tolias and Doris Tsao},
journal= {arXiv preprint arXiv:2210.08340},
year = {2023}
}
备注
White paper, 10 pages + 8 pages of references, 1 figures