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Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines

In this article, we describe a new neuro-inspired, hardware-friendly readout stage for the liquid state machine (LSM) that is suitable for on-sensor computing in resource constrained applications. Compared to the state of the art parallel perceptron readout (PPR), our readout architecture and learni...

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書目詳細資料
Main Authors: Roy, Subhrajit, Basu, Arindam, Hussain, Shaista
其他作者: School of Electrical and Electronic Engineering
格式: Conference or Workshop Item
語言:English
出版: 2014
主題:
在線閱讀:https://hdl.handle.net/10356/99863
http://hdl.handle.net/10220/19535
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機構: Nanyang Technological University
語言: English