Výsledky vyhledávání - "Chestek, Cynthia A"

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A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers

Autor: Liao, Jiawei, Toomey, Oscar, Wang, Xiaying, Widmer, Lars, Chestek, Cynthia A., Benini, Luca, Jang, Taekwang

Implantable Brain-machine interfaces (BMIs) are promising for motor rehabilitation and mobility augmentation, and they demand accurate and energy-efficient algorithms. In this paper, we propose a novel spiking neural network (SNN) decoder for regress

Externí odkaz: http://arxiv.org/abs/2405.02146

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An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface

Autor: Liao, Jiawei, Widmer, Lars, Wang, Xiaying, Di Mauro, Alfio, Nason-Tomaszewski, Samuel R., Chestek, Cynthia A., Benini, Luca, Jang, Taekwang

Publikováno v: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, pp. 134-137

Brain-machine interfaces (BMIs) are promising for motor rehabilitation and mobility augmentation. High-accuracy and low-power algorithms are required to achieve implantable BMI systems. In this paper, we propose a novel spiking neural network (SNN) d

Externí odkaz: http://arxiv.org/abs/2210.06287

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