List of Accepted Papers

Following is the list of accepted NER 2025 papers, sorted by paper title. You can use the search feature of your web browser to find your paper number. Notifications to all authors have also been sent by email. If you have not received your notification of the results by email, please contact us at ner2025@cmsworkshops.com.

Paper Number Paper Title
1339A Data-Driven Surrogate Model for Spatiotemporal Prediction of Neural Responses to Electrical Stimulation
1014A Dual-branch Attention ODE Graph Convolutional Network based on EEG for Assessing Subjective VR Motion Sickness
1133A Framework to Analyze Cervical Spinal Cord Potentials in Sensor and Source Space
1189A Low-Cost, Open-Source Wireless Platform for Real-Time Tremor Monitoring in Parkinson's Disease
1322A Method for Investigating the Role of Kinesthesia During Reaching in the Presence of Flexion Synergy Post-Hemiparetic Stroke
1187A Miniature Wireless Device for Closed-Loop Auditory Sleep Modulation
1410A Novel Autoencoder-Based Framework for Extracting Latent Motor Unit Modes from EMG Signals
1290A Novel Brain-Machine Interface (BMI) System for Motor Rehabilitation in a Severely Impaired Chronic Stroke Participant
1183A Programmable System for Concurrent Neural Stimulation and Recording with Artifact Mitigation
1320A Real-Time Optimization-Based Approach to Phase-Specific Triggering during Transcranial Current Stimulation
1221A Real-time Platform for Detection of Hypoxic Burst Dynamics in EEG using BCI2000
1105A Two-Feature Quantitative EEG Index of Pediatric Epilepsy Severity: External Pre-Validation on CHB-MIT and Roadmap to Dravet Cohorts
1375Accelerating Neuromorphic Deep Brain Stimulation Optimization through Knowledge Distillation and Enforced Sparsity
1148Adaptive Dual Control for Robust and Scalable Functional Training of Prosthesis
1305Adhesion Promotion for Non-Hermetic Encapsulations of Implantable Ceramic Printed Circuit Boards
1263Aerosol-Jet Printed Electrodes for Neural Recording In Vivo Toward Integration with Imaging Tools
1307All-Inkjet-Printed Flexible Organic Electrochemical Transistor (OECT) Array for Electrophysiological Monitoring
1406An AI Framework for Microanastomosis Motion Assessment
1441An Event-Level Approach to Classifying Epileptic and Psychogenic Seizures with Wearable Sensors
1121An Open Library of Polymer Microelectrode Arrays for Multi-region Recording in Rodent Hippocampus
1228An Open-Source Solution for Prolonged Neural Streaming from Bidirectional Deep Brain Stimulation Devices
1266Artifact Identification and Mitigation Strategies for Longitudinal Neural Data Collection Onboard the Medtronic Percept DBS Device
1219Assessment of neurocognitive processes during action sequence execution under varying demand
1109Asynchronous EEG-to-fMRI Translation Using Multi-dimensional Feature Mapping in Stroke
1372AttenPCA-Net: A Multi-Attention Deep Learning Framework with Spatial EEG Representation for P300 Spellers Enhancement
1269Augmenting Mobility: A Practical Evaluation of AR-Integrated SSVEP-based Wheelchair Control
1272Awakenings can Reliably be Forecast in Patients with Parkinson's Disease
1261Bayesian Classification With and Without Temporal History for Estimating Parkinsonian Symptom State for Adaptive Deep Brain Stimulation
1470BiND: A Bimanual Neural Discriminator–Decoder for Accurate Two-Hand Trajectory Prediction in Brain-Computer Interfaces
1439Brain Organoids, Lessons from Fetal Neocortex Formation, and Rational Design for Quality Control
1397BrainMAP: Multimodal Graph Learning For Efficient Brain Disease Localization
1268Calcium Transient Kinetics of Vagal Sensory Neuron Responses to Inflammatory Cytokines
1069Categorization of Electrode-Level Signal from Utah Arrays Implanted in Premotor and Primary Motor Cortices: A Case Study
1185Characterization of Data-driven ECoG Filters for Speech and Hand Motor Decoding in an ALS Patient
1404Characterization of Periodic and Aperiodic Activity of Single-Channel in-Ear Electroencephalography
1216Charge-Injection Comparison of SIROF-Coated Utah Electrode Arrays Across Stimulation Polarities, Configurations, and Patterns
1100Chronic 40 Hz Light Flicker Induces Cortical LTP-Like Plasticity and Gamma Oscillations Replay
1335Classification of same hand motor imagery using Riemannian Geometry and Recurrent Neural Network
1202Closed-Loop Control of Transcutaneous Direct Current Nerve Block May Produce Prolonged Partial Nerve Conduction
1136Computational Modeling of Dendritic-Somatic Interactions Driven by Electric Field Polarization in Pyramidal Neurons
1394Computational Modeling of Planar Epileptic Waves Under Ephaptic Coupling for Closed-Loop Stimulation
1338Conductive Elastomer Induction Coils for Wireless Fully Polymeric Bioelectronics
1294Consistency Analyses of Open-source Software for Motor Unit Decomposition Using High-density Electromyography
1223Cortical dynamics underlying team performance in human-robot collaborative work under varying task demand
1188Corticomuscular Connectivity and Brain Reorganization Post-Stroke
1411Cost-Effective Open-Source Neuroprosthetic Arm with Modular Design and Environmental Haptic Feedback
1270Cross-Condition Analysis of an SSVEP-Based Biometric Authentication System
1285Data augmentation for gape cycle type detection and classifications and topological exploration of low dimensional manifolds of primary motor cortex during feeding behavior
1246Data Normalization Strategies for EEG Deep Learning
1152Data-Driven Hyperparameter Tuning of High-Frequency Oscillation Detection for Seizure-Onset Zone Localization
1131DE-3DGAN: A Differential Entropy-Driven 3D Generative Framework for EEG-Based Emotion Recognition
1426Decoding Absolute Auditory Attention from EEG Signals Using Parameterized Power Spectra
1201Decoding Cognitive Flexibility with EEG in Individuals with Depression and Suicide Attempts
1371Decoding Turn-Taking State Transitions in Conversational Speech from Motor Cortex Ensemble Activity
1442Decomposing Behavior-irrelevant Neural Latent States via Transformer-based VAE with Total Correlation Regularization
1306DeriModNet: A Derivative-Aware Modulation Network for fNIRS-Based Pain Assessment
1208Designing a Data Collection Infrastructure: Challenges and Solutions in Recording-Enabled DBS Research for Psychiatric Disorders
1162Detection of an Epileptic Seizure Biomarker on the Vagus Nerve for Closed-Loop Neuromodulation
1066Developing a Distributed Kinematic and Neural Deep Brain Stimulation Hybrid Controller for Parkinson’s Disease
1098Development of an EEG-based impulsivity severity estimation system in children with ADHD
1343Development of Auxetic-Patterned Electrode Array for Regenerative Peripheral Nerve Interfaces
1357Differential Tissue Coupled Powering for Injectable Electroceuticals
1281Direct Current and Pulsatile Stimulation of the Vestibular System using Chronically Implanted Ionic Conduits in a Nonhuman Primate
1435Dynamic Relationship Between Brain And Cardiovascular Signals In Sleep Apnea: A Granger Causality Approach
1229Earable Platform with Integrated Simultaneous EEG Sensing and Auditory Stimulation
1203Early Assessment of Artificial Lower Extremity Sensory Response Times and Proprioceptive Acuity via Sensory Cortex Electrical Stimulation
1304eCoTran: Pain Detection from fNIRS Signals Using an Efficient Convolutional Transformer for Embedded Systems
1213EEG Blink Artifacts Can Identify Read Music in Listening and Imagery
1225EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology
1209EEG-Based Auditory BCI for Communication in a Completely Locked-In Patient Using Volitional Frequency Band Modulation
1277EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation
1444Efficient Many-to-Many MRI Modality Translation via a Latent-Conditioned Vector-Quantized Network
1311Electrooculography Based Eye Movement Classification for Computer Cursor Control
1173Electrophysiological Alteration in Duplication 15q hiPSCs-Derived In Vitro Model
1102Electrophysiological Phantom for Ear-EEG Technology
1332Enhanced EEG-based Tracking of DMN Activity using ICA and EEG Source Localization for a VR Psychedelic Environment
1264Enhancing Typing Speed in LLM-based P300 Speller BCIs Using A New Data-Driven Dynamic Stopping Strategy
1331Estimating Neural Representations Underlying Behaviors via Point Process Filtering in Brain-machine Interface Task Learning
1030Evaluation of a Novel Endovascular Electrode Array for Long-Term Cortical Recording and Stimulation
1440Expedited Deep Reinforcement Learning for Muscle Activation Control of Musculoskeletal Models with Knowledge Transfer Across Motor Tasks
1354Exploring High-Density DOT for Three-dimensional Imaging of Mental State using CNN and Transformer Models
1423Exploring Reach and Grasp Task Aftereffect in Resting-State EEG
1284Extracting Interpretable Features from EEG signals through Attention and Sparse Autoencoders
1443Feasibility of Upper Limb Motor Imagery BCI Control While Walking
1092Finger Force Prediction from Spinal Signals: Machine Learning Pipeline for the Neural Drive
1227Flexible, Real-Time Sensorized Grooved Pegboard Test Platform for Closed-Loop Neuromodulation
1347fNIRS-Based Classification of Parkinson's Disease During Standing Balance Tasks
1249Focused Ultrasound Stimulation of the Cerebellar Nuclei Alters the Propagation Times in the Cerebello-Thalamic Pathway
1317From Gaze to Touch: An Intracranial sEEG Bidirectional BCI for Avatar Control and Neurohaptic Feedback in Virtual Reality
1025From Theory to Application: Fine-Tuning Large EEG Model with Real-World Stress Data
1326Gait Speed Can Be Predicted Accurately from Minimally Processed High-density Electroencephalography Signals
1199Getting More from Less- Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
1182Heartbeat-Evoked Potentials as a Biomarker of Neurological Recovery After CA in Rodents
1325High-Density, Customizable Interconnect Integration on Cylindrical Neural Depth Arrays via Aerosol Jet Printing
1432High-Dimensional Information Transfer from the Spinal Cord to the Brain using Spinal Cord Stimulation
1429High-Gamma Electrocorticography Activity Represents Perceived Vibration Intensity in Human Somatosensory Cortex
1421Identification of Optical H-reflex Activation Using Optogenetic Tibial Nerve Stimulation
1240Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings
1123Impact of Template and Electrode Configuration on EEG Microstate Analysis in Disorders of Consciousness
1308Implant Trajectory Optimization Methods
1113Improved Intracortical Insertion Mechanics via Staggered Microelectrode Shank Design
1417Improving Far-Field Spike Detection via Coupled Nonlinear Pre-Emphasis in HD-MEAs
1118IMU-Enhanced EEG Motion Artifact Removal with Fine-Tuned Large Brain Models
1084In Vitro Assessment of Smooth Glassy Carbon as a Neural Stimulation Electrode
1062Increased Involuntary Motor Threshold Stimulation in Patients with Degenerative Cervical Myelopathy
1316Inference of Electrical Neural Stimulation Sensitivity from Recorded Spiking Activity using Artificial Neural Networks
1163Influence of Electrical Double Layer and Amplifier Impedance on Intracortical Neural Signals
1176Influence of Selectivity Metric Choice on Motor Restoration with Neural Electrical Stimulation
1446In-Silico Exploration of Spatial Interference Between Nerve Cuff Electrodes
1214Integrating Spatial-Temporal Channel Reliability with AI for Robust High-Frequency Oscillation Detection in Intracranial EEG
1445Integration and Long-Term Use of the CorTec-BCI2000 Platform in an In Vivo Canine Model
1139Investigation of Novel SBF-Automata Architecture for Periodicity Finding Solutions at Edge Systems
1022In-Vivo Assessment of Muscle Fatigue in Rats Using Sinusoidal Low Frequency Alternating Currents
1365In-Vivo Validation of a High-Performance, Versatile and Bidirectional Neurostimulation System.
1081Listening to the Brain: A Computational Method for Modeling Ear Canal Spatial Sensitivity to Distinct Brain Sources
1324Longest Sustained Cortical Activity Duration in Temporal Bisection Task Aligns with Geometric Mean for Log-Spaced Probes
1042Longitudinal Impedance Modeling of SIROF-Coated Ultramicroelectrode Arrays for Chronic Neural Interface Applications
1431Low-cost Open-Source Trigger Box for EEG recordings.
1210Machine Learning-Based Prediction of Speech Arrest During Direct Cortical Stimulation Mapping
1333Machine learning-based surrogates of musculoskeletal models to link maintained muscle activations to joint angles
1355Machine Learning-Enhanced High Density Near-Infrared Spectroscopy for Exercise Intensity Evaluation
1323Magnetoelectric vs. Inductive Power Delivery for Sub-cm Implantable Medical Devices: A Case Study
1151Measure of Consciousness With Deep Brain Stimulation Perturbed EEG
1051Microembossing Hydrogel Meso-Circuits for Patterning Dissociated Neurons Promotes Ensemble Formation
1310Minimally Invasive Closed-Loop Neuromodulation via Sub-Scalp EEG-Guided Wireless Implant Activation
1273MiniStiMo: A Solution for Chronic, Wireless DBS in Small Animals
1248Modeling Post-Stroke Motor Behavior from Structural Lesion Networks: A Preliminary Study with Robot-Based Assessments
1453Modeling Task-Related Neural Correlations with a Kernel Least Square Point Process Filter
1473Modeling the Impact of the Size and Arrangement of Electrodes on their Ability to Record Action Potentials from a Large Fraction of Myelinated Axons in the Peripheral Nerves of Limbs
1135Modular Motor Control of the Center of Mass Kinematic Patterns during Sit-to-Stand Tasks
1108Modulating Muscle Activation via Exoskeleton-Applied Resistive Loading During Rodent Locomotion
1475Modulation of Genioglossus EMG Responses by Pulse Frequency, Duration and Amplitude of Hypoglossal Nerve Stimulation: A Pilot Study
1143Multi-Compartment Volume Conductor with Complete Electrode Model: Simulated Stereo-EEG Source Localization using Brainstorm-Zeffiro Plugin
1376Multidimensional Chromatic Modulation in SSVEP-Based BCIs: Effects of Hue, Saturation, and Lightness Contrasts on Neural Responses
1456Multimodal Analysis of Acute Neurophysiological Effects of Tibetan Bön Tsa Lung Breathwork: Insights into Autonomic and Cortical Resilience Validated with Wearable Ear-EEG
1103Multi-Modal Spectral Parametrization Method (MMSPM) For Analyzing EEG Activity With Distinct Scaling Regimes
1164NDX-Wearables: An NWB Extension for Clinical Neuroscience
1359Neural chronicles of the unrestrained mind: 24/7 wireless monitoring of hippocampal dynamics in freely behaving mice
1420Neural Membrane Excitations Induced by Repetitive Biphasic Current Pulses with Varying Interphase Interval and Phase Order
1412Neuromorphic Compression of Tactile Data with Spiking Neural Networks
1177N-Shaped Waveforms for Electrochemical Detection of Serotonin with Fast-Scan Cyclic Voltammetry Exhibit Altered Responses Using Boron-Doped Diamond Microelectrodes
1178On the Stability of Kilosort4 Spike Sorting
1175OpenNerve: An Open-Source Modular Platform for Bioelectronic Medicine
1106OpenNIRScap: An Open-Source, Low-Cost Wearable Near-Infrared Spectroscopy-based Brain Interfacing Cap
1079Optimizing Tonal Speech Decoding from Electrocorticography with a Multi-band Ensemble Network
1413Optimizing Vestibular Implant Stimulation and Electrode Arrays in a Non-Human Primate
1089Optogenetic Modulation of Epileptiform Network States in Human Hippocampus Slices
1402Pain Behavioral Responses to Ionic Direct Current Peripheral Nerve Stimulation
1314Parameter-Dependent Effects of Focused Ultrasound on Retinal Ganglion Cell Excitability
1254Performing Bimanual Tasks with a BCI: Combining a Brain-Controlled Hand Exoskeleton with the Functional Limb
1140Personalized-target HD-tACS Improved Memory Function for Mild Cognitive Impairment:A Preliminary Study
1181Phase-Aware LSTM Projections for Transfer Learning across Heterogeneous Electroencephalogram Montages
1428Precision Matters: How Small Deviations in Liquid Crystal Polymer Bonding Parameters Impact Neural Implant Integrity
1150Pre-trained Transformer-models using chronic invasive electrophysiology for symptom decoding without patient-individual training
1433Pretraining with Masked Autoencoding Improves Speech Decoding from ECoG
1083Quantification of stress granules under dynamic calcium-induced stress using deep learning based two-step segmentation
1238Quantitative Exploration Of Sufficient Data Quantities For EEG Decomposition Using AMICA
1128Quaternion Rational Activations Functions
1276Rapid and Energy-Efficient Computation of Selective Multipolar Stimulation via Least Squares Projection
1166Real-life ear-EEG Recordings of Auditory Responses to Ambient Sounds
1117Research on a Functional Electrical Stimulation System Triggered by Surface Electromyography
1190Reservoir Computing with Neural Organoids for Comparative Studies of Neurological Health
1460Resting-state EEG Functional Connectivity Differentiates Bipolar and Unipolar Depression in Adolescents
1038Resting-State EEG’s Influence on Ipsilateral Motor Imagery ERS Could Enhance BCI Generalizability
1049Restoring Shoulder Abduction in Individuals with Tetraplegia Using an Intracortical Brain-Computer Interface and a Soft Wearable Robot
1360Robust EEG Functional Connectivity Metrics for Decoding Action Observation Conditions and Observed Actions
1132Robust fNIRS Processing for Neuroergonomics: A Multi-Metric Benchmark of Motion-Artifact Correction
1191Robust Physiological Responses after Prolonged Ionic Direct Current Stimulation of the Chinchilla Inner Ear
1138Rodent Hippocampal-Cortical Population Decoding and Interactions in Episodic Memory Tasks
1019Rotational Freeform Stimulator for Non-Pulsatile Neuromodulation
1427Safety, Tolerability, and Feasibility of Pulsed Transcranial Electrical Stimulation (PTES) During Treadmill Walking
1204Segmentation of clinical imagery for improved epidural stimulation to address spinal cord injury
1274Self-Similar Biomarker for Identifying Epileptogenic Zone in Patients with Medically Refractory Epilepsy
1242sEMG-Driven Robotic Prosthesis and Analysis of Muscle Activation in Transfemoral Amputees and Able-Bodied Individuals
1415SenseMatch: Smartphone‐Based Cross‐Modal Matching for Accessible Perceptual Assessments
1220Sensorimotor and Neuropsychological Assessments Correlate with Reach Performance After Training With Augmented Kinesthetic Feedback: A Pilot Study
1253Sex-Specific Variability in Gene Expression Associated with Cognition and Alzheimer’s Disease Across Age and Neural Cell Types
1298Simulating Scalp EEG from Ultrahigh-Density ECoG Data Illustrates Cortex to Scalp Projection Patterns
1126Simulation Model Characterizing Astrocytic Calcium Wave Propagation in Parkinson’s Disease
1350Soft and Optically Transparent Kirigami-Based Neural Interfaces
1349Spatial Distribution of Action Potentials in a Peripheral Nerve During Temporal Interference Stimulation
1361Spatial Insight: How Data-Driven Regions of Interest Selection Enhances Single-Trial P300 Classification in EEG-Based BCIs
1340Spiking Band Power Improves In-Silico Decoding of Vagus Nerve Activity from Intraneural Recordings
1318Stability Assessment for Implanted Electrodes Using Equivalent Impedance Analysis
1315Stability of the Default Mode Network estimated from electroencephalogram
1169State-Space Modeling of Cortical Beta Waves in Parkinson’s Disease
1037Strategies for Multi-Device Injection and Retrieval in the Brain
1041Strength-Duration Profiles of Endovascular Cerebellar Neurostimulation
1362Stress Biomarker and EEG Responses to tACS: A Gender-Based Study
1438Sub-Second Motor Imagery Classification via Functional Connectivity Graphs and SE-Transformer
1157Supervised EEG-Based Vigilance State Classification in Preterm Infants
1472Thalamic Spectral and Connectivity Biomarkers for Adaptive Deep Brain Stimulation in Essential Tremor
1222The Ambiguously Experimental Position of Argus II Recipients
1260The Rubber Hand Illusion in Virtual Reality: Rendering Real-world Collisions for Real-time Embodiment
1466Time, Frequency, and Complexity-based Analysis of Error-Related Potentials in EEG-based Brain Machine Interfaces
1067Toward Lightweight and Fast Inference Neural Decoder Design using Quantization-Aware Training: A Simulation Study
1054Towards Stable and Calibration-Free Motor Imagery BCIs via Graph-Based Transfer Learning
1096Tracking EEG Thalamic and Cortical Focal Brain Activity using Standardized Kalman Filtering with Kinematics Modelling
1367Tracking Forearm Motor Units Across Constrained and Unconstrained Finger Force Control Tasks
1112Transient Brain-wide Co-activation Patterns in Infant Electroencephalography and Their Age-related Changes
1200Transnasal Functional Near-Infrared Spectroscopy for Deep-Brain Sensing
1370Ultraflexible Porous Electrospun Inkjet-Printed ECoG Arrays for Epilepsy Monitoring
1053Ultra-High Frequency Transcranial Magnetic Stimulation (TMS) for Treatment of Depression
1250Utilizing Gamma Entrainment to Probe Cognitive Function in Patients with Neuropsychiatric Disorders
1075VDVAE2Diffusion: Precise Image Generation from EEG through Generative Models
1471Voltage-Clamp Impedance Characterization of a Graphene-Coated 1024-Channel Neural Interface Chip
1300VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI
1312WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition
1168Wearable brain-computer interfaces and their applications: advancements from the ARHeMlab research group
1024Webcam-based Asymmetric Gait Detection Using LSTM Recurrent Neural Networks
1012Wireless, Battery-Free Implant for Motor Cortex Chronic Stimulation