A Hardware-Efficient EMG Decoder with an Attractor-based Neural Network for Next-Generation Hand Prostheses

no code implementations • 30 May 2024 • Mohammad Kalbasi, MohammadAli Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran

Advancements in neural engineering have enabled the development of Robotic Prosthetic Hands (RPHs) aimed at restoring hand functionality.

Intelligent Neural Interfaces: An Emerging Era in Neurotechnology

no code implementations • 13 May 2024 • Mahsa Shoaran, Uisub Shin, MohammadAli Shaeri

Integrating smart algorithms on neural devices presents significant opportunities for various brain disorders.

An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces

no code implementations • 29 Aug 2022 • Xiaorang Guo, MohammadAli Shaeri, Mahsa Shoaran

A challenge for future-generation implantable BMIs is to build a spike detector that features both low hardware cost and high performance.

Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs

no code implementations • 4 Apr 2022 • MohammadAli Shaeri, Arshia Afzal, Mahsa Shoaran

In this brief, we will review the emerging opportunities of on-chip AI for the next-generation implantable brain-machine interfaces (BMIs), with a focus on state-of-the-art prosthetic BMIs.