Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey

T Zhang, MR Azghadi, C Lammie… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. Spike sorting is a set of techniques used to analyze extracellular neural
recordings, attributing individual spikes to individual neurons. This field has gained …

Spike sorting: The first step in decoding the brain: The first step in decoding the brain

S Gibson, JW Judy, D Marković - IEEE Signal processing …, 2011 - ieeexplore.ieee.org
Extracellular recording, the technique of inserting an electrode into the extracellular tissue of
the brain to record the activity of individual neurons (“single-unit activity”), is a common …

A 75-µw, 16-channel neural spike-sorting processor with unsupervised clustering

V Karkare, S Gibson, D Marković - IEEE Journal of Solid-State …, 2013 - ieeexplore.ieee.org
Energy-efficient spike-sorting DSPs are necessary to allow for the real-time processing of
multi-channel, wireless, implantable neural recordings. Online, unsupervised clustering …

Spike sorting based on shape, phase, and distribution features, and K-TOPS clustering with validity and error indices

CR Caro-Martín, JM Delgado-García, A Gruart… - Scientific reports, 2018 - nature.com
Spike sorting is one of the most important data analysis problems in neurophysiology. The
precision in all steps of the spike-sorting procedure critically affects the accuracy of all …

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 …

A low-power programmable neural spike detection channel with embedded calibration and data compression

A Rodriguez-Perez, J Ruiz-Amaya… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This paper reports a programmable 400 μm pitch neural spike recording channel, fabricated
in a 130 nm standard CMOS technology, which implements amplification, filtering …

[HTML][HTML] Within-subject reaction time variability: Role of cortical networks and underlying neurophysiological mechanisms

SE Paraskevopoulou, WG Coon, P Brunner, KJ Miller… - Neuroimage, 2021 - Elsevier
Variations in reaction time are a ubiquitous characteristic of human behavior. Extensively
documented, they have been successfully modeled using parameters of the subject or the …

A 130-W, 64-Channel Neural Spike-Sorting DSP Chip

V Karkare, S Gibson, D Marković - IEEE journal of solid-state …, 2011 - ieeexplore.ieee.org
Spike sorting is an important processing step in various neuroscientific and clinical studies.
Energy-efficient spike-sorting ASICs are necessary to allow real-time processing of multi …

Feature extraction using first and second derivative extrema (FSDE) for real-time and hardware-efficient spike sorting

SE Paraskevopoulou, DY Barsakcioglu… - Journal of neuroscience …, 2013 - Elsevier
Next generation neural interfaces aspire to achieve real-time multi-channel systems by
integrating spike sorting on chip to overcome limitations in communication channel capacity …

Performance comparison of extracellular spike sorting algorithms for single-channel recordings

J Wild, Z Prekopcsak, T Sieger, D Novak… - Journal of neuroscience …, 2012 - Elsevier
Proper classification of action potentials from extracellular recordings is essential for making
an accurate study of neuronal behavior. Many spike sorting algorithms have been presented …