作者
Deren Y Barsakcioglu, Yan Liu, Pooja Bhunjun, Joaquin Navajas, Amir Eftekhar, Andrew Jackson, R Quian Quiroga, Timothy G Constandinou
发表日期
2014/4/28
期刊
IEEE Transactions on Biomedical Circuits and Systems
卷号
8
期号
2
页码范围
216-227
简介
In spike sorting systems, front-end electronics is a crucial pre-processing step that not only has a direct impact on detection and sorting accuracy, but also on power and silicon area. In this work, a behavioural front-end model is proposed to assess the impact of the design parameters (including signal-to-noise ratio, filter type/order, bandwidth, converter resolution/rate) on subsequent spike processing. Initial validation of the model is provided by applying a test stimulus to a hardware platform and comparing the measured circuit response to the expected from the behavioural model. Our model is then used to demonstrate the effect of the Analogue Front-End (AFE) on subsequent spike processing by testing established spike detection and sorting methods on a selection of systems reported in the literature. It is revealed that although these designs have a wide variation in design parameters (and thus also circuit …
引用总数
201420152016201720182019202020212022202320244131178234862
学术搜索中的文章
DY Barsakcioglu, Y Liu, P Bhunjun, J Navajas… - IEEE transactions on biomedical circuits and systems, 2014
DY Barsakcioglu, A Eftekhar, TG Constandinou - 2013 IEEE international symposium on circuits and …, 2013