IEEE

ECG Classification using Binary CNN on RRAM Crossbar with Nonidealities-Aware Training, Readout Compensation and CWT Preprocessing

Abstract: This paper presents an electrocardiogram (ECG) signal classification method using binary CNN implemented on RRAM crossbar arrays. A new RRAM crossbar structure is proposed to provide ...
IEEE

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks

Abstract: Keyword spotting (KWS) is an essential function that enables interaction with ubiquitous smart devices. However, in resource-limited devices, KWS models are often static and can thus not ...