Single-trial reconstruction of finger-pinch forces from human motor-cortical activation measured by near-infrared spectroscopy (NIRS). - Isao Nambu; Rieko Osu; Masa-aki Sato; Soichi Ando; Mitsuo Kawato; Eiichi Naito (NeuroImage, 2009)

Estimation of force direction from functional near-infrared spectroscopy signals using sparse logistic regression. - Takanori Sato; Yasuyuki Muto; Isao Nambu; Yasuhiro Wada (EMBC, 2012)

Estimating Brain Activity of Motor Learning by Using fNIRS-GLM Analysis. - Takahiro Imai; Takanori Sato; Isao Nambu; Yasuhiro Wada (ICONIP (1), 2012)

Adaptive Modeling of HRTFs Based on Reinforcement Learning. - Shuhei Morioka; Isao Nambu; Shohei Yano; Haruhide Hokari; Yasuhiro Wada (ICONIP (4), 2012)

Towards the Classification of Single-Trial Event-Related Potentials Using Adapted Wavelets and Particle Swarm Optimization. - Alejandro González; Isao Nambu; Haruhide Hokari; Masahiro Iwahashi; Yasuhiro Wada (SMC, 2013)

Improving the Localization Accuracy of Virtual Sound Source through Reinforcement Learning. - Manabu Washizu; Shuhei Morioka; Isao Nambu; Shohei Yano; Haruhide Hokari; Yasuhiro Wada (SMC, 2013)

Predicting occurrence of errors during a Go/No-Go task from EEG signals using Support Vector Machine. - Shota Yamane; Isao Nambu; Yasuhiro Wada (EMBC, 2014)

Temporal changes of beta rhythms and rotation-related negativity reflect switches in motor imagery. - Hiroshi Yokoyama; Isao Nambu; Jun Izawa; Yasuhiro Wada (EMBC, 2014)

Resting-state brain activity in the motor cortex reflects task-induced activity: A multi-voxel pattern analysis. - Toshiki Kusano; Hiroki Kurashige; Isao Nambu; Yoshiya Moriguchi; Takashi Hanakawa; Yasuhiro Wada; Rieko Osu (EMBC, 2015)

The adjustment of muscle synergy recruitment by controlling muscle contraction during the reaching movement. - Hiep Vu Nguyen Sy; Isao Nambu; Yasuhiro Wada (SMC, 2016)

Reduction of global interference of scalp-hemodynamics in functional near-infrared spectroscopy using short distance probes. - Takanori Sato; Isao Nambu; Kotaro Takeda; Takatsugu Aihara; Okito Yamashita; Yuko Isogaya; Yoshihiro Inoue; Yohei Otaka; Yasuhiro Wada; Mitsuo Kawato; Masa-aki Sato; Rieko Osu (NeuroImage, 2016)

Real-Time Scalp-Hemodynamics Artifact Reduction Using a Sliding-Window General Linear Model: A Functional Near-Infrared Spectroscopy Study. - Yuta Oda; Takanori Sato; Isao Nambu; Yasuhiro Wada (ICONIP (4), 2017)

Electromyogram Activation Reflects Property of Isochrony Phenomenon During Cyclic Human Arm Movement. - Hiroshi Yokoyama; Rie Kurai; Isao Nambu; Yasuhiro Wada (ICONIP (6), 2017)

Single trial P300 identification for an auditory BCI: Implementation of a 3D input for convolutional neural networks. - Eduardo Carabez; Miho Sugi; Isao Nambu; Yasuhiro Wada (SMC, 2017)

Prediction of individual finger movements for motor execution and imagery: An EEG study. - Tetsuro Hayashi; Hiroshi Yokoyama; Isao Nambu; Yasuhiro Wada (SMC, 2017)

Relations between required accuracy and muscle synergy in isometric contraction tasks. - Satoshi Kojima; Misaki Takeda; Isao Nambu; Yasuhiro Wada (SMC, 2017)

A two-target paradigm for an auditory brain-computer interface: A preliminary study. - Miho Sugi; Isao Nambu; Yasuhiro Wada (SMC, 2017)

Joint torques are associated with speed-accuracy trade-offs during human reaching movements. - Misaki Takeda; Isao Nambu; Yasuhiro Wada (SMC, 2017)

Convolutional Neural Networks with 3D Input for P300 Identification in Auditory Brain-Computer Interfaces. - Eduardo Carabez; Miho Sugi; Isao Nambu; Yasuhiro Wada (Comput. Intell. Neurosci., 2017)

Detecting Motor Learning-Related fNIRS Activity by Applying Removal of Systemic Interferences. - Isao Nambu; Takahiro Imai; Shota Saito; Takanori Sato; Yasuhiro Wada (IEICE Trans. Inf. Syst., 2017)

Influence of Difference of Spatial Information Obtained from a Moving Virtual Sound Presentation on Auditory BCI. - Yuki Onodera; Isao Nambu; Yasuhiro Wada (ICONIP (7), 2018)

The Relationship Between the Movement Difficulty and Brain Activity Before Arm Movements. - Tomoki Semoto; Isao Nambu; Yasuhiro Wada (ICONIP (7), 2018)

Cortical activation associated with motor preparation can be used to predict the freely chosen effector of an upcoming movement and reflects response time: An fMRI decoding study. - Satoshi Hirose; Isao Nambu; Eiichi Naito (NeuroImage, 2018)

Classification of Movement Direction From Electroencephalogram During Working Memory Time. - Naoki Fukuda; Isao Nambu; Yasuhiro Wada (EMBC, 2019)

Improving fNIRS-BCI accuracy using GAN-based data augmentation. - Tomoyuki Nagasawa; Takanori Sato; Isao Nambu; Yasuhiro Wada (NER, 2019)

Relations between Speed-Accuracy Trade-Off and Muscle Synergy in Isometric Contraction Tasks. - Tsubasa Sano; Misaki Takeda; Isao Nambu; Yasuhiro Wada (EMBC, 2020)

Developing a Method to Control an Arm-Assist-Suit by Predicting Arm-Trajectory Using Electromyography. - Taichi Tanaka; Isao Nambu; Yasuhiro Wada (EMBC, 2020)

Identifying Motor Imagery-Related Electroencephalogram Features During Motor Execution. - Yuki Kokai; Isao Nambu; Yasuhiro Wada (ICONIP (3), 2020)

Neural Network Including Alternative Pre-processing for Electroencephalogram by Transposed Convolution. - Kenshi Machida; Isao Nambu; Yasuhiro Wada (ICONIP (5), 2020)

Improvement of human error prediction accuracy in single-trial analysis of electroencephalogram. - Daiki Nishiura; Isao Nambu; Yoshiko Maruyama; Yasuhiro Wada (EMBC, 2021)

Verification of Normalization Method to Improve Usability and Versatility among Users of Applications that Predict Continuous Motion Using Electromyography. - Taichi Tanaka; Isao Nambu; Yoshiko Maruyama; Yasuhiro Wada (EMBC, 2021)

Accuracy Enhancement for Ear Acoustic Authentication Using Between-class Features. - Masaki Yasuhara; Isao Nambu; Yoshiko Maruyama; Shohei Yano (CoRR, 2022)

Sliding-Window Normalization to Improve the Performance of Machine-Learning Models for Real-Time Motion Prediction Using Electromyography. - Taichi Tanaka; Isao Nambu; Yoshiko Maruyama; Yasuhiro Wada (Sensors, 2022)

Effects of Data Including Visual Presentation and Rest Time on Classification of Motor Imagery of Using Brain-Computer Interface Competition Datasets. - Kento Suemitsu; Isao Nambu (IEEE Access, 2023)

Temporal convolutional neural networks to generate a head-related impulse response from one direction to another. - Tatsuki Kobayashi; Yoshiko Maruyama; Isao Nambu; Shohei Yano; Yasuhiro Wada (CoRR, 2023)

Raw and Artificially Generated Data to Improve the Development of Brain-Computer Interfaces: Proof of Concept. - Eduardo Carabez; Takanori Sato; Isao Nambu (COMPSAC, 2024)

Minima Possible Weights: A Homogenous Deep Ensemble Method for Cross-Subject Motor Imagery Classification. - Quang Pham Lam Dinh; Isao Nambu (IEEE Access, 2025)