• Efficient hardware implementation of the ?1-Regularized least squares for IoT edge computing 

      Baali H.; Djelouat H.; Amira A.; Bensaali F.; Zhai X. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      As the use of compressed sensing (CS) in internet of things (IoT) wearable nodes increases, the need for high performance and low power CS reconstruction algorithms for the battery powered IoT Edge Devices also increases. ...
    • QRS Complexes Classification Using Dictionary Learning and Pietra Index 

      Baali H.; Djelouat H.; Amira A.; Bensaali F.; Zhai X. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      In this study, an algorithm for arrhythmia classification that conforms to the recommended practice by the Association for the Advancement of Medical Instrumentation (AAMI) is presented. Our approach efficiently exploits ...