公开(公告)号：WO2022074570A1

公开(公告)日：2022-04-14

申请号：PCT/IB2021/059141

申请日：2021-10-05

Applicant: KHALIFA UNIVERSITY OF SCIENCE AND TECHNOLOGY

Inventor： TOLBA, Mohammed F. ,  SALEH, Hani ,  AL-QUTAYRI, Mahmoud ,  MOHAMMAD, Baker

IPC: G06N3/063 ,  G06N3/08 ,  G06N3/04 ,  G06F7/544 ,  G06F17/15 ,  G06F17/16 ,  G06F17/18 ,  G06F1/3234

Abstract: A method can be used to reduce the memory storage and energy used by deep neural networks. The method can include determining the weights associated with the deep neural network. An input feature map can be received and used with the weights to generate approximated weights. Using the approximated weights and the input feature map a convolution inference can be performed.

公开(公告)号：WO2019234596A1

公开(公告)日：2019-12-12

申请号：PCT/IB2019/054594

申请日：2019-06-03

Applicant: KHALIFA UNIVERSITY OF SCIENCE AND TECHNOLOGY

Inventor： ABUNAHLA, Heba ,  MOHAMMAD, Baker ,  ALAZZAM, Anas ,  JAOUDE, Maguy Abi ,  AL-QUTAYRI, Mahmoud

IPC: G01N27/327 ,  G01N33/66 ,  A61B5/145

Abstract: A glucose sensor includes an insulating metal oxide layer and at least one pair of metallic electrodes arranged on the insulating metal oxide layer and separated by a gap containing the metal oxide layer. In operation, a probe including a voltage supply and current sensor can provide a voltage difference across the first and second metallic electrodes while a sample is present across the gap between the electrodes. A measured current between the first and second metallic electrodes when the voltage difference is provided can be correlated to a glucose level of the sample.

公开(公告)号：EP3803363A1

公开(公告)日：2021-04-14

申请号：EP19816155.6

申请日：2019-06-03

Applicant: Khalifa University of Science and Technology

Inventor： ABUNAHLA, Heba ,  MOHAMMAD, Baker ,  ALAZZAM, Anas ,  JAOUDE, Maguy Abi ,  AL-QUTAYRI, Mahmoud

IPC: G01N27/327 ,  G01N33/66 ,  A61B5/145