Advanced Intelligent Systems

Papers
(The TQCC of Advanced Intelligent Systems is 10. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)
ArticleCitations
Quantum Dots‐Functionalized Encryption Camera for Text Image Security Protection607
Adaptive Photochemical Nonlinearities for Optical Neural Networks224
Fluid‐Driven Director‐Field Design Enables Versatile Deployment of Multistable Structures175
Linear and Tree‐Based Intelligent Investigation of Cross‐Domain Housing Features to Enhance Energy Efficiency160
Issue Information158
Design of a Liquid‐Driven Laser Scanner with Low Voltage Based on Liquid‐Infused Membrane142
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An Autoencoder‐Based Deep‐Learning Method for Augmenting the Sensing Capability of Piezoelectric Microelectromechanical System Sensors in a Fluid‐Dynamic System103
Design, Control, and Motion Strategy of TRADY: Tilted‐Rotor‐Equipped Aerial Robot With Autonomous In‐Flight Assembly and Disassembly Ability98
Diversity‐Based Topology Optimization of Soft Robotic Grippers96
MA‐CAT: Misclassification‐Aware Contrastive Adversarial Training95
Robotic Environmental Monitoring Using Gelatin Hydrogels as a Biodegradable Adhesive90
Robot‐Assisted Measurement of the Critical Micelle Concentration88
Acoustic Manipulation of Particles in Microfluidic Chips with an Adaptive Controller that Models Acoustic Fields85
Ultra‐High Gauge Factor Strain Sensor with Wide‐Range Stretchability81
Speech Recognition with Cochlea‐Inspired In‐Sensor Computing79
On‐Device Brain Tumor Classification from MR Images Using Smartphone77
A Robotic Prosthetic Hand for Computer Mouse Operations76
Phase Stability in Rare‐Earth‐Doped Apatites: A Machine Learning Approach76
Materializing Autonomy in Soft Robots across Scales75
Interactive Tool for Customizing Hydrogel Properties in Practical Applications74
Special Robotic Stylet for Assisting Endotracheal Intubation Based on Multisegment Continuum Mechanism74
Design of a Reconfigurable Microfluidic System Enabled by Magnetic Miniature Robots72
Artificial Intelligence‐Based Material Discovery for Clean Energy Future70
Neuromorphic Photonic Processing and Memory With Spiking Resonant Tunneling Diode Neurons and Neural Networks70
A Roll‐to‐Roll Gravure‐Printing System for Manufacturing Near‐Field Energy‐Harvesting Labels70
Front Cover: Large‐Scale and Highly Reliable Hopfield Neural Networks Using Vertical NAND Flash Memory for the In‐Memory Associative Computing (Adv. Intell. Syst. 4/2026)70
A Synthesized Neural Control System for Bioinspired Robots to Achieve Diverse Locomotion64
A System‐Level Feasibility Study of a Lead‐Free Ultrasonically Powered Light Delivery Implant for Optogenetics61
A Compact, Self‐Recovering Wire Electrode Electrohydrodynamic Pump for High‐Speed McKibben Artificial Muscle Actuation61
Evolutionary Codesign and Fabrication of Tensegrity Joints with Integrated Pneumatic Artificial Muscles60
Octopus‐Inspired Adaptable Soft Grippers Based on 4D Printing: Numerical Modeling, Inverse Design, and Experimental Validation59
Collaborative Magnetic Agents for 3D Microrobotic Grasping59
Harnessing Deep Learning of Point Clouds for Morphology Mimicking of Universal 3D Shape‐Morphing Devices56
Automatic Tracking of Surgical Instruments with a Continuum Laparoscope Using Data‐Driven Control in Robotic Surgery56
Intelligent Online Sensing of Defects Evolution in Metallic Materials during Plastic Deformation55
Insect‐Inspired Drones: Adjusting the Flapping Kinetics of Insect‐Inspired Wings Improves Aerodynamic Performance54
Design and Motion Controllability of Emerging Hydrogel Micro/Nanorobots53
Motion Enhanced Multi‐Level Tracker (MEMTrack): A Deep Learning‐Based Approach to Microrobot Tracking in Dense and Low‐Contrast Environments53
Torque‐Transmitting Architected Metamaterials for Flexible and Extendable Tubular Robotics53
Advancements in Machine Learning for Microrobotics in Biomedicine52
Mechatronic Reconfigurable Intelligent‐Surface‐Driven Indoor Fifth‐Generation Wireless Communication51
ParamNet: A Physics‐Guided Deep Learning Framework for Intelligent Self‐Inversion of Vacuum Optical Levitation Systems50
Joint Radar and Communication Empowered by Digital Programmable Metasurface50
Optical‐Nanofiber‐Enabled Gesture‐Recognition Wristband for Human–Machine Interaction with the Assistance of Machine Learning50
Cover Feature: A Novel Milli‐Scale Magnetic Robot Exploiting Rotation for Controlled Magnetic Particles Release (Adv. Intell. Syst. 5/2026)47
Infrared‐Driven Polymer Intelligence46
Data‐Driven Design of Bimodal Networked Dielectric Elastomers for High‐Performance Artificial Muscles45
Optimal Weight‐Splitting in Resistive Random Access Memory‐Based Computing‐in‐Memory Macros45
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Identification of Location and Geometry of Invisible Internal Defects in Structures using Deep Learning and Surface Deformation Field44
High‐Speed Altitude Regulation With Neuromorphic Camera and Lightweight Embedded Computation44
Characteristics, Management, and Utilization of Muscles in Musculoskeletal Humanoids: Empirical Study on Kengoro and Musashi43
Deep Learning‐Based Bluetooth Low‐Energy 5.1 Multianchor Indoor Positioning with Attentional Data Filtering43
A Robot‐Assisted Remote Rehabilitation System for Ankle Fractures Based on Predictive Force and Full‐Cycle Training Strategy43
Self‐Regulated Self‐Healing Robotic Gripper for Resilient and Adaptive Grasping43
FI‐Net: Rethinking Feature Interactions for Medical Image Segmentation43
A Literature Survey on Potential Private User Information Leakage in Metaverse Applications43
Artificial‐Intelligence‐Powered Lower Limb Assistive Devices: Future of Home Care Technologies42
A Micro‐3‐Degree‐of‐Freedom Force Sensor for Intraocular Dexterous Surgical Robots42
Deep Learning‐Based Skin Diseases Classification using Smartphones42
Simple Data Transformations for Mitigating the Syntactic Similarity to Improve Sentence Embeddings at Supervised Contrastive Learning41
System Identification of Robotic Fish Swimming Reveals Roles of Reactive and Resistive Fluid Force in Two Distinct Swimming Gaits41
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Toward a Lossless Conversion for Spiking Neural Networks with Negative‐Spike Dynamics40
Deep‐Learning Model for Central Nervous System Infection Diagnosis and Prognosis Using Label‐Free 3D Immune‐Cell Morphology in the Cerebrospinal Fluid39
Regulating Airflow Using Hybrid LCN for Soft Pneumatic Circuits38
Autonomous Navigation of Bio‐Intelligent Cyborg Insect Based on Insect Visual Perception38
Reprogrammable, In‐Materia Matrix‐Vector Multiplication with Floppy Modes38
Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning38
Liquid Metal Sloshing for High‐Load Active Self‐Healing System: An Application to Tendon‐Driven Legged Robot38
A Flytrap‐Inspired Bistable Origami‐Based Gripper for Rapid Active Debris Removal38
Liquid‐Amplified Electrostatically Driven Octopus Sucker‐Inspired Suction Cup37
Smart Denture with Embedded Thin‐Film Temperature Sensors Patterned by Femtosecond Laser Pulse for Elderly Healthcare37
Fast and Reconfigurable Logic Synthesis in Memristor Crossbar Array37
OXidative Stress PREDictor: A Supervised Learning Approach for Annotating Cellular Oxidative Stress States in Inflammatory Cells36
Memristive Cosine‐Similarity‐Based Few‐Shot Learning with Lifelong Memory Adaptation36
A Shared Control Method for Teleoperated Robot Using Artificial Potential Field35
Real‐Time, Label‐Free Classification of Cell Death Pathways via Holotomography‐Based Deep Learning Framework35
Machine Learning‐Driven Digital Twin of a Field‐Effect Transistor‐Based Hormone Biosensor for Real‐Time Estradiol Monitoring35
Personalized Kirigami Strain Sensors for in vivo Applications35
Roadmap on Artificial Intelligence‐Augmented Additive Manufacturing35
Magnetically Guided Laser Surgery for the Treatment of Twin‐to‐Twin Transfusion Syndrome34
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4D Printing of Polyethylene Glycol‐Grafted Carbon Nanotube‐Reinforced Polyvinyl Chloride–Polycaprolactone Composites for Enhanced Shape Recovery and Thermomechanical Performance34
Variability in Resistive Memories34
Decreasing the Cost of Morphing in Adaptive Morphogenetic Robots34
Masthead33
A Quad‐Unit Dielectric Elastomer Actuator for Programmable Two‐Dimensional Trajectories33
Artificial Intelligence without Digital Computers: Programming Matter at a Molecular Scale33
Long‐Distance Autonomous Navigation of Optical Microrobotic Swarms in Complex Environments33
An Artificial Neuron with a Leaky Fin‐Shaped Field‐Effect Transistor for a Highly Scalable Capacitive Neural Network33
A Soft Enveloping Gripper with Enhanced Grasping Ability via Morphological Adaptability33
Interactive Prompt‐Guided Robotic Grasping for Arbitrary Objects Based on Promptable Segment Anything Model and Force‐Closure Analysis32
Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network32
Glove‐ and Sleeve‐Format Variable‐Friction Electrostatic Clutches for Kinesthetic Haptics32
Invariant Neuromorphic Representations of Tactile Stimuli Improve Robustness of a Real‐Time Texture Classification System31
Advances in 3D Printing Technologies for Fabricating Magnetic Soft Microrobots31
Fast‐Moving and Highly Adaptable Hollow Piezoelectric Miniature Robot31
Infusing a Convolutional Neural Network with Encoded Joint Node Image Data to Recognize 25 Daily Human Activities31
Morphology Classification of Live Unstained Human Sperm Using Ensemble Deep Learning31
Ensembled Deep Learning for the Classification of Human Sperm Head Morphology30
Electrically Conductive and Recyclable Biocomposite Coatings for Robotic Grippers and Touch Sensors30
Enhanced Embolic Signal Analysis through Ensemble Deep Learning Techniques Utilizing Transfer Learning and Layer Freezing Strategies30
Motion‐Compensation Control of Supernumerary Robotic Arms Subject to Human‐Induced Disturbances30
Self‐Powered Smart Vibration Absorber for In Situ Sensing and Energy Harvesting30
Magnetically Engineered Conductivity of Soft Liquid Metal Composites for Robotic, Wearable Electronic, and Medical Applications30
Biorobotic Waterfowl Flipper with Skeletal Skins in a Computational Framework: Kinematic Conformation and Hydrodynamic Analysis29
Neonatal Respiration Monitoring System with Synchronized Oxygen Supply and Machine Learning‐Based Breathing Classification29
Insight into Microdispersion Flows with a Novel Video Deep Learning Method29
Mechanochemical‐Induced Swelling–Activation of a Gastric‐Deployable 4D‐Printed Polypill Inspired by Natural Hygromorphic Actuators29
IAR‐Net: Tabular Deep Learning Model for Interventionalist's Action Recognition29
Prediction of Stem Cell State Using Cell Image‐Based Deep Learning28
Environmental Adaptability of Legged Robots with Cutaneous Inflation and Sensation28
Insect‐Inspired Resilient Machines28
Smart Transfemoral Prosthetic Socket with Motorized Cable‐Driven System28
Bio‐to‐Robot Transfer of Fish Sensorimotor Dynamics via Interpretable Model28
3D Printing of Multilayer Magnetic Miniature Soft Robots with Programmable Magnetization28
Magnetic Actuation for Mechanomedicine28
H‐PME: Development of a Robot Skin Using Halbach Array Permanent Magnet Elastomer28
Dynamic Distribution‐Based Multiagent Cooperative Defense: An Enhanced Resource Allocation and Defense Efficiency Strategy28
Deformable Capsules for Object Detection28
Ultralight Soft Wearable Haptic Interface with Shear‐Normal‐Vibration Feedback28
Novel Multi‐configuration Elastic Actuator with Controllable Energy Flow and Power Modulation for Dynamic Energy Robot Systems28
Predicting Atomic Force Microscopy Topography from Optical Microscopes Using Deep Learning28
Research Acceleration in Self‐Driving Labs: Technological Roadmap toward Accelerated Materials and Molecular Discovery27
A Soft Enveloping Gripper with Enhanced Grasping Ability via Morphological Adaptability27
Monolithic Desktop Digital Fabrication of Autonomous Walking Robots27
Remapping Wetness Perception in Upper Limb Amputees27
Magnetically Actuated Reconfigurable Metamaterials as Conformal Electromagnetic Filters27
A Prosthetic Hand with Integrated Sensing Elements for Selective Detection of Mechanical and Thermal Stimuli27
Scalable Platform Enabling Reservoir Computing With Nanoporous Oxide Memristors for Image Recognition and Time Series Prediction26
Low‐Cost Data Glove Based on Deep‐Learning‐Enhanced Flexible Multiwalled Carbon Nanotube Sensors for Real‐Time Gesture Recognition26
Programmable and Variable‐Stiffness Robotic Skins for Pneumatic Actuation26
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Origami‐Inspired Modular Electro‐Ribbon Actuator for Multi‐Degrees of Freedom Motion26
High‐Speed NIR‐Driven Untethered 3D‐Printed Hydrogel Microrobots in High‐Viscosity Liquids26
Optical Nanofiber Skins for Multifunctional Humanoid Tactility26
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A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real‐Time Robot Adaption25
Robust Reinforcement Learning Control Framework for a Quadrotor Unmanned Aerial Vehicle Using Critic Neural Network25
An Eyeball‐Movement‐Inspired Multi‐DOF Miniature Piezoelectric Actuator with Strong Load‐Driving Capability25
Multimodal Learning‐Based Proactive Human Handover Intention Prediction Using Wearable Data Gloves and Augmented Reality25
Multilevel Modeling of Joint Damage in Rheumatoid Arthritis25
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Fabric‐Based Star Soft Robotic Gripper25
Thermometric Based‐Microswimmers with Chemical and Optical Engines25
AI Guided Protein Design for Next‐Generation Autogenic Engineered Living Materials24
Multifunctional In‐Memory Analog‐to‐Digital Converter for Next‐Gen Compute‐in‐Memory Systems24
PUMA: Deep Metric Imitation Learning for Stable Motion Primitives24
Bistable Dual‐Responsive Azobenzene‐co‐PNIPAM Soft Microactuators via Two‐Photon Direct Laser Writing24
Self‐Sustained and Coordinated Rhythmic Deformations with SMA for Controller‐Free Locomotion24
Predicting Postresection Colorectal Liver Metastases Recurrence Using Advanced Graph Neural Networks with Explainability and Causal Inference24
Skin‐Like Airflow Odometry for Micro Aerial Vehicles Based on Distributed Thermal Anemometers24
Electrically Controlled Liquid Crystal Elastomer Surfaces for Dynamic Wrinkling24
Robotic Needle Steering for Percutaneous Interventions: Sensing, Modeling, and Control24
An Ensemble Cascade Forest‐Based Framework for Multi‐Omics Drug Response and Synergy Prediction24
A Hybrid Haptic Device Integrating Pneumatic and Electromagnetic Actuators for Realistic Tactile Signal Feedback24
GraphNeuralCloth: A Graph‐Neural‐Network‐Based Framework for Non‐Skinning Cloth Simulation23
Biomarker‐Agnostic Detection of Ovarian Cancer from Blood Plasma Using a Machine Learning‐Driven Electronic Nose23
Multimodal Quad‐Finger Soft Robotic Hand With Dual‐Chamber Origami Actuator for Large‐Workspace Manipulation23
Design of CLARI: A Miniature Modular Origami Passive Shape‐Morphing Robot23
Microrobotic Locomotion in Blood Vessels: A Computational Study on the Performance of Surface Microrollers in the Cardiovascular System23
Shape Memory Soft Robotics with Yield Stress Fluids23
Multi‐Event‐Camera Depth Estimation and Outlier Rejection by Refocused Events Fusion23
Uncontrolled Learning: Codesign of Neuromorphic Hardware Topology for Neuromorphic Algorithms23
Fluid‐Driven High‐Performance Bionic Artificial Muscle with Adjustable Muscle Architecture23
Inchworm‐Like Soft Robot with Multimodal Locomotion Using an Acrylic Stick‐Constrained Dielectric Elastomer Actuator22
Coil Formation and Biomimetic Performance Characterization of Twisted Coiled Polymer Artificial Muscles22
A Novel Parameter Estimation Method for Pneumatic Soft Hand Control Applying Logarithmic Decrement for Pseudo‐Rigid Body Modeling22
WingSegment: A Computer Vision‐Based Hybrid Approach for Insect Wing Image Segmentation and 3D Printing22
Automatic Prediction of Metal–Oxide–Semiconductor Field‐Effect Transistor Threshold Voltage Using Machine Learning Algorithm22
Actuation of Mobile Microbots: A Review22
A Bioinspired Shape Memory Alloy Based Soft Robotic System for Deep‐Sea Exploration22
Intelligent Operator‐Independent Flexibility in Robotic Non‐Destructive Evaluation22
Tactile Sensing for Soft Robotic Manipulators in 50 MPa Hydrostatic Pressure Environments22
A Motion‐Sensing Integrated Soft Robot with Triboelectric Nanogenerator for Pipeline Inspection22
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Hardware‐Mappable Cellular Neural Networks for Distributed Wavefront Detection in Next‐Generation Cardiac Implants21
Accurate and Efficient End‐Effector Tracking for Quadrupedal Mobile Manipulators through Coordinated Motion and Decoupled Control21
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Spatiotemporally Controlled Soft Robotics with Optically Responsive Liquid Crystal Elastomers21
Magneto‐Responsive Polymeric Soft‐Shell‐Based Capsule Endoscopy for High‐Performance Gastrointestinal Exploration via Morphological Shape Control21
Issue Information21
A Gate Multiplexing Architecture‐Based Artificial Visual Sensor and Memory System21
Ion Migration‐Modulated Flexible MXene Synapse for Biomimetic Multimode Afferent Nervous System: Material and Motion Cognition21
Biomimetic, Programmable, and Part‐by‐Part Maneuverable Single‐Body Shape‐Morphing Film21
A Field Programmable Gate Array‐Assisted Optoelectronic Emulator for Photonic Neuromorphic Computing20
A Soft Robotic Morphing Wing for Unmanned Underwater Vehicles20
Cooperative Merging in Mixed Traffic Based on Strategic Influence of Connected Automated Vehicles on Human‐Driven Vehicle Behavior20
Microendovascular Neural Recording from Cortical and Deep Vessels with High Precision and Minimal Invasiveness20
Artificial Intelligence–Enabled Gesture‐Language‐Recognition Feedback System Using Strain‐Sensor‐Arrays‐Based Smart Glove20
Dual Neural Network Framework with SPICE Integration for Fast and Accurate Transistor Modeling20
Self‐Driving Lab for Solid‐Phase Extraction Process Optimization and Application to Nucleic Acid Purification20
Adaptive Actuation of Magnetic Soft Robots Using Deep Reinforcement Learning20
A Soft Robotic Textile‐Actuated Anthropomorphic Artificial Shoulder Mechanism20
Information Processing Capacity of Spintronic Oscillator20
Printed Wearable Sweat Rate Sensor for Continuous In Situ Perspiration Measurement20
A High‐Precision and Robust Geometric Relationships‐Inspired Neural Network for the Inverse Kinematic Modeling of the Tendon‐Actuated Continuum Manipulator20
High‐Speed Rotary Motor for Multidomain Operations Driven by Resonant Dielectric Elastomer Actuators20
Ternary Content‐Addressable Memory Using One Capacitor and One Nanoelectromechanical Memory Switch for Data‐Intensive Applications20
A Learning‐Based Sensor Array for Untethered Soft Prosthetic Hand Aiming at Restoring Tactile Sensation20
Decoupling Implantation Prediction and Embryo Ranking in Machine Learning: The Impact of Clinical Data and Discarded Embryos20
Masthead19
1/f Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network19
Improving Targeted Mass Spectrometry Data Analysis with Nested Active Machine Learning19
Soft Robots Proprioception Through Stretchable Laser‐Induced Graphene Strain Sensors19
Self‐Powered Multimodal Sensing Using Energy‐Generating Solar Skin for Robotics and Smart Wearables19
VALIANT: A Vision‐Authenticity Language Framework Through Integrated Experts and Aligned Numerical‐Textual Descriptors for Citri Reticulatae Pericarpium19
A Soft Growing Robot Using Hyperelastic Material19
A Review on High‐Frequency Dielectric Elastomer Actuators: Materials, Dynamics, and Applications19
Configuration Design and Analysis of Reconfigurable Supernumerary Robotic Legs for Multitask Adaptation: SuperLegs19
Engineering Strategies for Advancing Optical Signal Outputs in Smartphone‐Enabled Point‐of‐Care Diagnostics19
Modeling of 3D NAND Characteristics for Cross‐Temperature by Using Graph Neural Network and Its Application19
Sub‐Micrometer‐Precision Path Following of Piezo‐Actuated Mobile Robot19
Field‐Programable Dynamics in a Soft Magnetic Actuator Enabling True Random Number Generation and Reservoir Computing19
A Novel Flexible Centralized Force Sensor Based on Tri‐Axis Force Refactoring Method for Arbitrary Force Components Measurement19
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Bistable Helical Origami Gripper for Sensor Placement on Branches19
Deep Learning Methods for Assessing Time‐Variant Nonlinear Signatures in Clutter Echoes19
A Wearable Glove with Electrothermal‐Controlled Ionogels for Adhesive Gripping19
Vehicle Surroundings Perception Using Micro‐electromechanical Systems Inertial Sensors18
Issue Information18
Intrinsic Decay Property of Ti/TiOx/Pt Memristor for Reinforcement Learning18
A Microrobotic Design for the Spontaneous Tracing of Isochemical Contours in the Environment18
2D Metal–Organic Framework Based Optoelectronic Neuromorphic Transistors for Human Emotion Simulation and Neuromorphic Computing18
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Realization of Self‐Rectifying and Self‐Powered Resistive Random‐Access Memory Memristor Using [001]‐Oriented NaNbO3 Film Deposited on Sr2Nb3O10 Nanosheet a18
R‐APEX: A Knowledge Graph–Based Platform for the Elucidation of the Toxicological Mechanisms of Ambient Particulate Matter18
Electronic‐Free Particle Robots Communicate through Architected Tentacles18
Digital Point‐of‐Care Testing Device Based on Bioluminescent Pyrophosphate in Real‐Time and Recombinase‐aid Amplification18
Is There a Difference between Paper and Electronic Chinese Signatures?18
Rebooting Computing in Post Moore Era18
Effect of Al Concentration on Ferroelectric Properties in HfAlOx‐Based Ferroelectric Tunnel Junction Devices for Neuroinspired Applications18
Self‐Supervised Learning‐Based Framework for Speckle Reduction of Optical Coherence Tomography Images Using Frame Interpolation18
Contact Force Estimation of Continuum Robots without Embedded Sensors: A Review18
When the End Effector Is a Laser: A Review of Robotics in Laser Surgery17
ControlIt: A Universal Framework for Translational, Adaptive, and Online Brain–Computer Interfaces17
Precise Real‐Time Measurement of Liquid Viscosity Using Digital Video Data17
Dual‐Function Tactile Sensor with Linear Pressure and Temperature Perception at Low Degree of Coupling17
Scan and 3D Print: Magnetic Resonance Imaging‐Guided, Monolithic Desktop Fabrication of Highly Biomimetic Skeletal System of the Human Hand17
Directionally Compliant Legs Enabling Crevasse Traversal in Small Ground‐Based Robots17
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