Integrating smart algorithms on neural devices presents significant opportunities for various brain disorders. In this paper, we review the latest advancements in the development of three categories of intelligent neural prostheses featuring embedded signal processing on the implantable or wearable device. These include: 1) Neural interfaces for closed-loop symptom tracking and responsive stimulation; 2) Neural interfaces for emerging network-related conditions, such as psychiatric disorders; and 3) Intelligent BMI SoCs for movement recovery following paralysis.

翻译：将智能算法集成到神经设备中为多种脑疾病治疗带来了重要机遇。本文综述了三类具有嵌入式信号处理功能的智能神经假体（植入式或可穿戴设备）的最新研究进展，具体包括：1）用于闭环症状追踪与响应性刺激的神经接口；2）针对网络相关新兴疾病（如精神障碍）的神经接口；3）用于瘫痪后运动功能恢复的智能脑机接口片上系统。