Machine Learning articles for Chinese Academy of Sciences (CAS), China

Time frame: 1 May 2025 - 30 April 2026

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Count: 58

Article ‘Count’ for Machine Learning.

Journal Count Share
1 0.05
GrapheneChat: A Large Language Model for Enhancing Graphene Research 0.05
5 1.06
In‐Situ Four‐Dimensional Neuromorphic Transistors for Spatiotemporal Fusion Information Perception 0.25
Multimodal Photoelectric Synapses Based on 2D WS2/PdSe2 Heterostructures for High-Accuracy Neuromorphic Vision 0.65
Ultraviolet‐Regulated Synaptic‐Neuronal Function Reconfigurable Transparent Memristor for Neuromorphic Computing Hardware 0.04
A Photonic Neuromorphic Autonomous Perceptual Decision System Enabled by MOF-Based Array 0.09
A Dynamic Adaptive Activation Neuron-Transistor for Dynamic Sparse Neural Networks in Advanced Driving Assistance System 0.02
2 0.85
Artificial Refractory Neuron Based on Cs2AgBiBr6 Nanoionic Memristor for Efficient Motion Information Processing 0.40
Neuromorphic Silicon‐Based Capacitive‐Tunneling Junction 0.45
2 0.72
Deep Learning-Enhanced Dual-Component Gas Sensor Based on Wavelength Modulation Spectroscopy 0.17
Attention Scale Fusion Network for Qualitative and Quantitative Analysis of Serum Tumor Biomarkers Via Label-Free Surface-Enhanced Raman Spectroscopy 0.56
1 0.69
A large-scale ultra-high-resolution segmentation dataset augmentation framework for photovoltaic panels in photovoltaic power plants based on priori knowledge 0.69
2 0.52
Harnessing radiation-induced fluctuations in spintronic neuromorphic hardware for energy-efficient aerospace computing 0.42
Retina-inspired spike processing for neuromorphic color recognition 0.10
1 0.03
Development of non-spatial grid-like neural codes tracks inference and intelligence 0.03
1 0.31
Gravity-dependent choice of frame of reference in the posterior parietal cortex 0.31
1 0.14
Defect localization and quantification of energy transportation pipeline based on multiscale 1DCNN and BiLSTM with multidimensional attention mechanism 0.14
2 0.65
Global Search of PKP Precursors With Graph Neural Network: Implications for Scatterers in the Lowermost Mantle 0.25
An Efficient Lightning Classifier Using a Self‐Supervised Learning Neural Network 0.40
12 4.58
G3 CN: Gaussian Topology Refinement Gated Graph Convolutional Network for Skeleton-Based Action Recognition 0.50
SLTNet: Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks 0.14
PC2P: Multi-Agent Path Finding via Personalized-Enhanced Communication and Crowd Perception 0.70
Splatter Joint: 3D Gaussian Splatting for Articulated Objects 0.38
Rendering Anywhere You See: Renderability Field-guided Gaussian Splatting 0.50
Task-Oriented Token Pruning for Efficient Object Detection and Segmentation 0.46
DarkSeg: Infrared-Driven Semantic Segmentation for Garment Grasping Detection in Low-Light Conditions 0.20
AccidentX: A Large-Scale Multimodal BEV Dataset for Traffic Accident Analysis and Prevention 0.50
Transformer-Based Multi-Agent Reinforcement Learning Method With Credit-Oriented Strategy Differentiation 0.20
CLGA: A Collaborative LLM Framework for Dynamic Goal Assignment in Multi-Robot Systems 0.13
Occlusion-Aware 6D Pose Estimation with Visual Observation Guided Diffusion Model 0.08
SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning 0.80
1 0.25
Classification of Seismic Events in the Mainland of China Based on Spectrograms and Model Interpretability 0.25
1 0.64
dN/dx reconstruction with deep learning for high-granularity TPCs 0.64
1 0.33
Two-Stage Machine Learning Framework for Accurate Discrimination of Isomers and Very-Similar Molecules on Surfaces 0.33
2 0.85
In-Sensor Compressed Imaging with Reconstruction-Free Recognition via Ferroelectric Photodiodes 0.41
Artificial Axon with Dendritic-like Plasticity by Biomimetic Interface Engineering of Anisotropic Two-Dimensional Tellurium 0.44
15 3.22
Single-neuron network topology governs neural computation and learning in primate cortex 0.08
Divergent neural representations of space and task between physical and virtual navigation in macaques 0.63
Single-molecule neuromorphic device with aJ-level power consumption per switching 0.05
A highly energy-efficient multi-core neuromorphic architecture for training deep spiking neural networks 0.03
Directional dynamics in the entorhinal cortex of male mice driven by behavioral constraints 0.12
Homogeneous integration of two-dimensional material-based optoelectronic neurons and ferroelectric synapses for neuromorphic vision 0.01
Hierarchical maturation of structural brain connectomes from birth to childhood 0.00
A reconfigurable photosensitive split-floating-gate memory for neuromorphic computing and nonlinear activation 0.15
Pruning random resistive memory for optimizing analog AI 0.23
Mammo-AGE: deep learning estimation of breast age from mammograms 0.07
A lung CT vision foundation model facilitating disease diagnosis and medical imaging 0.10
Automatic network structure discovery of physics informed neural networks via knowledge distillation 0.79
Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study 0.11
A multisynaptic spiking neuron for simultaneously encoding spatiotemporal dynamics 0.29
A near-threshold memristive computing-in-memory engine for edge intelligence 0.57
1 0.44
Whole-brain reconstruction of fiber tracts based on cytoarchitectonic organization 0.44
1 0.01
Event-driven retinomorphic photodiode with bio-plausible temporal dynamics 0.01
2 0.13
Human hippocampal ripples align new experiences with a grid-like schema 0.06
Dissecting human cortical similarity networks across the lifespan 0.06
1 0.36
Coordinated hippocampal–entorhinal representations support human context-dependent spatial navigation 0.36
1 0.54
Spiking world model with multicompartment neurons for model-based reinforcement learning 0.54
1 0.14
Self-powered artificial vibrissal system with anemotaxis behavior 0.14
1 0.10
Bioinspired Adaptive UV-NIR Cross-Band Convolutional Fusion for Motion and Shape Recognition in Adverse Environments 0.10

Numerical information only (in the tables above) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.