Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions

Arindam Basu, Jyotibdha Acharya, Tanay Karnik, +4

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Adaptive Neuromorphic SystemsEngineeringNeuromorphic HardwareComputational NeuroscienceCmos Circuit Innovations +11

End-to-End Light Field Spatial Super-Resolution Network Using Multiple Epipolar Geometry

Shuo Zhang, Chang Song, Youfang Lin

IEEE Transactions on Image Processing

EngineeringMachine LearningOptic DesignSuper-resolution ImagingImage Analysis +18

Neuromorphic computing's yesterday, today, and tomorrow – an evolutional view

Yiran Chen, Hai Li, Chunpeng Wu, +6

Integration

Cognitive ScienceEngineeringComputational NeuroscienceNeural CircuitsUnconventional Computing +9

NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results

Yingqian Wang, Longguang Wang, Zhengyu Liang, +50

EngineeringMachine LearningLf Image SrSuper-resolution ImagingImage Analysis +19

Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction

Shuo Zhang, Chang Song, Zeqi Shen, +1

IEEE Transactions on Computational Imaging

EngineeringConvolution LayersMicroscopyView Image StacksDeconvolution Layers +14

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system

Chang Song, Beiye Liu, Wei Wen, +2

Regularized Learning MethodEngineeringMachine LearningComputational NeuroscienceComputer Engineering +12

Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure

Yangling Chen, Shuo Zhang, Chang Song, +1

IEEE Transactions on Computational Imaging

EngineeringEpipolar-aware StructureSuper-resolution ImagingImage AnalysisSingle-image Super-resolution +17

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks

Chang Song, Hsin-Pai Cheng, Huanrui Yang, +5

Convolutional Neural NetworkEngineeringMachine LearningInformation SecurityHardware Cost +17

Adversarial Attack: A New Threat to Smart Devices and How to Defend It

Chang Song, Hsin-Pai Cheng, Huanrui Yang, +4

IEEE Consumer Electronics Magazine

LFNAT 2023 Challenge on Light Field Depth Estimation: Methods and Results

Hao Sheng, Yebin Liu, Jingyi Yu, +25