Data compression versus signal fidelity tradeoff in wired-OR analog-to-digital compressive arrays for neural recording

P Yan, A Akhoundi, NP Shah, P Tandon… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Future high-density and high channel count neural interfaces that enable simultaneous
recording of tens of thousands of neurons will provide a gateway to study, restore and …

A Low-Power Spike Detector Using In-Memory Computing for Event-based Neural Frontend

Y Ke, A Basu - arXiv preprint arXiv:2405.08428, 2024 - arxiv.org
With the sensor scaling of next-generation Brain-Machine Interface (BMI) systems, the
massive A/D conversion and analog multiplexing at the neural frontend poses a challenge in …

Parallel 400: 1 Data Compression in Neural Recording

S Miziev, M Solovyanov, N Howard - 2025 - techrxiv.org
We present a method for real-time parallel compression of neural signals, achieving a 400: 1
compression ratio while preserving temporal and spike count accuracy. This approach …