On-FPGA Spiking Neural Networks for End-to-End Neural Decoding

On-FPGA Spiking Neural Networks for End-to-End Neural Decoding

In the last decades, deep learning neural decoding algorithms have gained momentum in the field of neural interfaces and neural processing systems. However, to be deployed on low-budget portable devices while maintaining real-time operability, these models must withstand strict computational and pow...

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Bibliographic Details
Main Authors: Gianluca Leone, Luigi Raffo, Paolo Meloni
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Neural decoding
spike detection
spiking neural network
FPGA
low-power
Online Access:https://ieeexplore.ieee.org/document/10107375/

Internet

https://ieeexplore.ieee.org/document/10107375/

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