Adaptive spike detection and hardware optimization towards autonomous, high-channel-count BMIs
Z Zhang, TG Constandinou - Journal of Neuroscience Methods, 2021 - Elsevier
Background The progress in microtechnology has enabled an exponential trend in the
number of neurons that can be simultaneously recorded. The data bandwidth requirement is …
number of neurons that can be simultaneously recorded. The data bandwidth requirement is …
Data transformation in the processing of neuronal signals: A powerful tool to illuminate informative contents
MA Shaeri, AM Sodagar - IEEE Reviews in Biomedical …, 2022 - ieeexplore.ieee.org
Neuroscientists seek efficient solutions for deciphering the sophisticated unknowns of the
brain. Effective development of complicated brain-related tools is the focal point of research …
brain. Effective development of complicated brain-related tools is the focal point of research …
A hardware-efficient scalable spike sorting neural signal processor module for implantable high-channel-count brain machine interfaces
Y Yang, S Boling, AJ Mason - IEEE transactions on biomedical …, 2017 - ieeexplore.ieee.org
Next-generation brain machine interfaces demand a high-channel-count neural recording
system to wirelessly monitor activities of thousands of neurons. A hardware efficient neural …
system to wirelessly monitor activities of thousands of neurons. A hardware efficient neural …
Firing-rate-modulated spike detection and neural decoding co-design
Z Zhang, TG Constandinou - Journal of Neural Engineering, 2023 - iopscience.iop.org
Objective. Translational efforts on spike-signal-based implantable brain-machine interfaces
(BMIs) are increasingly aiming to minimise bandwidth while maintaining decoding …
(BMIs) are increasingly aiming to minimise bandwidth while maintaining decoding …
Algorithm and hardware considerations for real-time neural signal on-implant processing
Z Zhang, OW Savolainen… - Journal of Neural …, 2022 - iopscience.iop.org
Objective. Various on-workstation neural-spike-based brain machine interface (BMI)
systems have reached the point of in-human trials, but on-node and on-implant BMI systems …
systems have reached the point of in-human trials, but on-node and on-implant BMI systems …
Overview of recent development on wireless sensing circuits and systems for healthcare and biomedical applications
This paper provides a comprehensive overview of the recent advances in the field of
wireless contactless sensing circuits and systems for healthcare and biomedical …
wireless contactless sensing circuits and systems for healthcare and biomedical …
Calibration-free and hardware-efficient neural spike detection for brain machine interfaces
Recent translational efforts in brain-machine interfaces (BMI) are demonstrating the potential
to help people with neurological disorders. The current trend in BMI technology is to …
to help people with neurological disorders. The current trend in BMI technology is to …
An accurate and hardware-efficient dual spike detector for implantable neural interfaces
Spike detection plays a central role in neural data processing and brain-machine interfaces
(BMIs). A challenge for future-generation implantable BMIs is to build a spike detector that …
(BMIs). A challenge for future-generation implantable BMIs is to build a spike detector that …
Hardware evaluation of spike detection algorithms towards wireless brain machine interfaces
A Oprea, Z Zhang… - 2022 IEEE Biomedical …, 2022 - ieeexplore.ieee.org
The current trend for implantable Brain Machine Interfaces (BMIs) is to increase the channel
count, towards next generation devices that improve on information transfer rate. This …
count, towards next generation devices that improve on information transfer rate. This …
A streaming PCA VLSI chip for neural data compression
Neural recording system miniaturization and integration with low-power wireless
technologies require compressing neural data before transmission. Feature extraction is a …
technologies require compressing neural data before transmission. Feature extraction is a …