ExShall-CNN: An Explainable Shallow Convolutional Neural Network for Medical Image Segmentation
Explainability is essential for AI models, especially in clinical settings where understanding the model’s decisions is crucial. Despite their impressive performance, black-box AI models are unsuitable for clinical use if their operations cannot be
Iman Dehzangi +2 more
core +1 more source
Tropical Cyclone Intensity Estimation Using Deep Convolutional Neural Networks [PDF]
Overview: Deep learning and Convolutional Neural Network (CNN); CNN for Tropical Cyclone Intensity Estimation; Preliminary results; Work in ...
Maskey, Manil +3 more
core
Low‐dose electron holography is limited by shot noise, which buries weak phase signals. HoloDenoiser, a physics‐informed network that works simultaneously in the spatial and frequency domains, locates and protects the holographic sideband while suppressing noise in the hologram.
Ye Luo +10 more
wiley +1 more source
Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model. [PDF]
Heenaye-Mamode Khan M +3 more
europepmc +1 more source
Food Image Recognition by Using Convolutional Neural Networks (CNNs)
Food image recognition is one of the promising applications of visual object recognition in computer vision. In this study, a small-scale dataset consisting of 5822 images of ten categories and a five-layer CNN was constructed to recognize these images.
openaire +2 more sources
Triple‐Level Content‐Addressable Vertical NAND Flash Memory
Commercial triple‐level‐cell V‐NAND flash memory is transformed into a compact content‐addressable memory by directly exploiting its eight threshold‐voltage states. A parity‐split search scheme preserves storage density while enabling reliable multi‐level and don't‐care matching. Parallel word‐line search delivers up to 24‐fold higher throughput and 54.
Sung‐Ho Park +8 more
wiley +1 more source
Speech emotion analysis using convolutional neural network (CNN) and gamma classifier-based error correcting output codes (ECOC). [PDF]
Zhao Y, Shu X.
europepmc +1 more source
Wafer‐Scale 3D Integration for High‐Density Multi‐Valued Neuromorphic Logic
Wafer‐scale 3D vertically integrated multi‐valued logic (MVL) circuits are realized by monolithically integrating a Te/IGZO heterojunction FET with an engineered Te pull‐up FET. Heterointerface‐mediated transport and optimized current matching enable stable ternary operation, while vertical stacking reduces circuit footprint and interconnect complexity,
Chang‐Hyeon Kim +5 more
wiley +1 more source
Comparative approach to different convolutional neural network (CNN) architectures applied to human behavior detection. [PDF]
Shirabayashi JV, Braga ASM, da Silva J.
europepmc +1 more source
Predicting lysine methylation sites using a convolutional neural network
Protein lysine methylation is a particular type of post translational modification that plays an important role in both histone and non-histone function regulation in proteins.
Spadaro, Austin +2 more
core +1 more source

