Sensor Systems with Integrated Deep Learning
To maximize the performance and efficiency of deep learning based data processing, we are currently exploring sensor platform design optimized for deep learning by leveraging the interactions between a sensor platform and a DNN.
![[J25] Data-Driven Design of Electrically Conductive Nanocomposite Materials: A Case Study of Acrylonitrile–Butadiene–Styrene/Carbon Nanotube Binary Composites](/publication/j25_ais_2023/featured_hub0e0608a886690cc2a7203338320717c_446569_150x0_resize_q75_h2_lanczos_3.webp)
![[J22] Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and an Adaptive Signal Processing Algorithm](/publication/j22_acs_sensors_2022/featured_hu4bd91cb86bc893012fe925010e41eca7_1758651_150x0_resize_q75_h2_lanczos_3.webp)
![[J19] Epidermal Piezoresistive Structure with Deep Learning-Assisted Data Translation](/publication/j19_npj_2022/featured_hu98d3d48cf04afaabdc24d6183d304daa_324538_150x0_resize_q75_h2_lanczos.webp)
![[J8] CAMEL: An Adaptive Camera with Embedded Machine Learning Based Sensor Parameter Control](/publication/j8_jetcas_2019/featured_hudf6b4ae3906d7959b8f44e747adf3f1f_114993_150x0_resize_q75_h2_lanczos.webp)
![[C24] A Camera with Brain–Embedding Machine Learning in 3D Sensors](/publication/c24_date_2019/featured_huba30ffd477d23c69c36650b4ff3a03a6_55578_150x0_resize_q75_h2_lanczos.webp)
![[J6] 3-D Stacked Image Sensor With Deep Neural Network Computation](/publication/j6_sensors_2018/featured_hu32d1899399ed0dbf38c837842d4c5814_94787_150x0_resize_q75_h2_lanczos.webp)
![[J5] An Energy-Quality Scalable Wireless Image Sensor Node for Object-Based Video Surveillance](/publication/j5_jetcas_2018/featured_hu32d1899399ed0dbf38c837842d4c5814_45228_150x0_resize_q75_h2_lanczos.webp)
![[C15] The CAMEL approach to stacked sensor smart cameras](/publication/c15_date_2018/featured_hu32d1899399ed0dbf38c837842d4c5814_42792_150x0_resize_q75_h2_lanczos.webp)