Citation Impact
Citing Papers
A Goal Direction Signal in the Human Entorhinal/Subicular Region
2014 StandoutNobel
Classifying EEG-based motor imagery tasks by means of time–frequency synthesized spatial patterns
2004
Beyond mind-reading: multi-voxel pattern analysis of fMRI data
2006 Standout
A Java-based fMRI Processing Pipeline Evaluation System for Assessment of Univariate General Linear Model and Multivariate Canonical Variate Analysis-based Pipelines
2008
Alpha-band oscillations, attention, and controlled access to stored information
2012 Standout
Neuronal ensemble control of prosthetic devices by a human with tetraplegia
2006 StandoutNature
Decoding flexion of individual fingers using electrocorticographic signals in humans
2009
Metal-Substituted Protein MRI Contrast Agents Engineered for Enhanced Relaxivity and Ligand Sensitivity
2010 StandoutNobel
Large-scale automated synthesis of human functional neuroimaging data
2011 Standout
Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes
2018 StandoutNobel
A high performance sensorimotor beta rhythm-based brain–computer interface associated with human natural motor behavior
2007
Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives
2009
Somatosensory activation of two fingers can be discriminated with ultrahigh-density diffuse optical tomography
2011
Decoding Neuronal Ensembles in the Human Hippocampus
2009 StandoutNobel
Dissolvable films of silk fibroin for ultrathin conformal bio-integrated electronics
2010 Standout
Advanced Neurotechnologies for Chronic Neural Interfaces: New Horizons and Clinical Opportunities
2008
Definitions of state variables and state space for brain-computer interface
2006
Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition
2010 Standout
Circular analysis in systems neuroscience: the dangers of double dipping
2009 Standout
Structure-Guided Directed Evolution of Highly Selective P450-Based Magnetic Resonance Imaging Sensors for Dopamine and Serotonin
2012 StandoutNobel
The neuroscience of mindfulness meditation
2015 Standout
Big data and machine learning algorithms for health-care delivery
2019 Standout
A Shared Vision for Machine Learning in Neuroscience
2018
Human volition: towards a neuroscience of will
2008 Standout
Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis
2014 Standout
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface
2006
Multi-voxel pattern analysis in human hippocampal subfields
2012 StandoutNobel
Reading Hidden Intentions in the Human Brain
2007
Beta-band oscillations — signalling the status quo?
2010 Standout
A survey on deep learning in medical image analysis
2017 Standout
Motor imagery task classification for brain computer interface applications using spatiotemporal principle component analysis
2004
Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI
2015
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
From local explanations to global understanding with explainable AI for trees
2020 Standout
Decoding Individual Episodic Memory Traces in the Human Hippocampus
2010 StandoutNobel
What we can do and what we cannot do with fMRI
2008 StandoutNature
Real-time imaging of human brain function by near-infrared spectroscopy using an adaptive general linear model
2009
Decoding mental states from brain activity in humans
2006 Standout
Deep learning for healthcare applications based on physiological signals: A review
2018
Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data
2012
Cross-frequency decomposition: A novel technique for studying interactions between neuronal oscillations with different frequencies
2012
Decoding representations of scenes in the medial temporal lobes
2011 StandoutNobel
Detecting Representations of Recent and Remote Autobiographical Memories in vmPFC and Hippocampus
2012 StandoutNobel
Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics
2018
A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology
2013 Standout
Hand Movement Direction Decoded from MEG and EEG
2008
Analyzing nested experimental designs—A user-friendly resampling method to determine experimental significance
2022 StandoutNobel
Imagine All the People: How the Brain Creates and Uses Personality Models to Predict Behavior
2013 StandoutNobel
Deconstructing multivariate decoding for the study of brain function
2017
The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes
2012 Standout
Task-related component analysis for functional neuroimaging and application to near-infrared spectroscopy data
2012
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Optimization for Machine Learning
2011
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
Human cortical prostheses: lost in translation?
2009
Challenges for Molecular Neuroimaging with MRI.
2010
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020 Standout
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Editorial Expression of Concern for multiple articles
2008 StandoutNobel
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition
2013
Predicting Human Brain Activity Associated with the Meanings of Nouns
2008 StandoutScience
Guest editorial brain-computer interface technology: a review of the second international meeting
2003
Learning to Decode Cognitive States from Brain Images
2004
Ion-dependent protein–surface interactions from intrinsic solvent response
2021 StandoutNobel
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
2020 Standout
Is the smartwatch an IT product or a fashion product? A study on factors affecting the intention to use smartwatches
2016 Standout
Digital Twin: Enabling Technologies, Challenges and Open Research
2020 Standout
Explaining nonlinear classification decisions with deep Taylor decomposition
2016
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
2014 Standout
Comparing Classification Methods for Longitudinal fMRI Studies
2010 StandoutNobel
Investigating deep learning for fNIRS based BCI
2015
A survey of deep neural network architectures and their applications
2016 Standout
Now You'll Feel It, Now You Won't: EEG Rhythms Predict the Effectiveness of Perceptual Masking
2008
Methods for interpreting and understanding deep neural networks
2017 Standout
Closing the Gap Between Modeling and Experiments in the Self-Assembly of Biomolecules at Interfaces and in Solution
2020
Definitions, methods, and applications in interpretable machine learning
2019 Standout
Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
2016 Standout
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 Standout
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 Standout
A Highly Parallel and Energy Efficient Three-Dimensional Multilayer CMOS-RRAM Accelerator for Tensorized Neural Network
2017
A survey of multilinear subspace learning for tensor data
2011
Mechanisms of Gamma Oscillations
2012 Standout
Machine learning in the Internet of Things: Designed techniques for smart cities
2019
Works of Benjamin Blankertz being referenced
Increase Information Transfer Rates in BCI by CSP Extension to Multi-class
2003
Brain-computer communication and slow cortical potentials
2004
The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects
2007
Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring
2007
The BCI competition III: validating alternative approaches to actual BCI problems
2006
The Berlin brain-computer interface: EEG-based communication without subject training
2006
A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces
2003
Single-trial analysis and classification of ERP components — A tutorial
2010
Wyrm: A Brain-Computer Interface Toolbox in Python
2015
On the interpretation of weight vectors of linear models in multivariate neuroimaging
2013
Towards adaptive classification for BCI
2006
Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis
2003
Enhanced performance by a hybrid NIRS–EEG brain computer interface
2011
Introduction to machine learning for brain imaging
2010
Review of the BCI Competition IV
2012
EEG potentials predict upcoming emergency brakings during simulated driving
2011
Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms
2004
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials
2004
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
2007
Toward noninvasive brain-computer interfaces
2006
Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry
2010
Symbiotic Interaction
2015
Classifying Single Trial EEG: Towards Brain Computer Interfacing
2002
Optimizing Spatial filters for Robust EEG Single-Trial Analysis
2008