Isao Nambu

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 26

Top Topics

Convolutional Neural Networks

Artifact Reduction

Top Venues

Publications

Tatsuki Kobayashi, Yoshiko Maruyama, Isao Nambu, Shohei Yano, Yasuhiro Wada
Temporal convolutional neural networks to generate a head-related impulse response from one direction to another. CoRR (2023)
Kento Suemitsu, Isao Nambu
Effects of Data Including Visual Presentation and Rest Time on Classification of Motor Imagery of Using Brain-Computer Interface Competition Datasets. IEEE Access 11 (2023)
Masaki Yasuhara, Isao Nambu, Yoshiko Maruyama, Shohei Yano
Accuracy Enhancement for Ear Acoustic Authentication Using Between-class Features. CoRR (2022)
Taichi Tanaka, Isao Nambu, Yoshiko Maruyama, Yasuhiro Wada
Sliding-Window Normalization to Improve the Performance of Machine-Learning Models for Real-Time Motion Prediction Using Electromyography. Sensors 22 (13) (2022)
D. Nishiura, Isao Nambu, Y. Maruyama, Yasuhiro Wada
Improvement of human error prediction accuracy in single-trial analysis of electroencephalogram. EMBC (2021)
Taichi Tanaka, Isao Nambu, Yoshiko Maruyama, Yasuhiro Wada
Verification of Normalization Method to Improve Usability and Versatility among Users of Applications that Predict Continuous Motion Using Electromyography. EMBC (2021)
Tsubasa Sano, Misaki Takeda, Isao Nambu, Yasuhiro Wada
Relations between Speed-Accuracy Trade-Off and Muscle Synergy in Isometric Contraction Tasks. EMBC (2020)
Taichi Tanaka, Isao Nambu, Yasuhiro Wada
Developing a Method to Control an Arm-Assist-Suit by Predicting Arm-Trajectory Using Electromyography. EMBC (2020)
Yuki Kokai, Isao Nambu, Yasuhiro Wada
Identifying Motor Imagery-Related Electroencephalogram Features During Motor Execution. ICONIP (3) (2020)
Kenshi Machida, Isao Nambu, Yasuhiro Wada
Neural Network Including Alternative Pre-processing for Electroencephalogram by Transposed Convolution. ICONIP (5) (2020)
Tomoyuki Nagasawa, Takanori Sato, Isao Nambu, Yasuhiro Wada
Improving fNIRS-BCI accuracy using GAN-based data augmentation. NER (2019)
Naoki Fukuda, Isao Nambu, Yasuhiro Wada
Classification of Movement Direction From Electroencephalogram During Working Memory Time. EMBC (2019)
Satoshi Hirose, Isao Nambu, Eiichi Naito
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. NeuroImage 183 (2018)
Tomoki Semoto, Isao Nambu, Yasuhiro Wada
The Relationship Between the Movement Difficulty and Brain Activity Before Arm Movements. ICONIP (7) (2018)
Yuki Onodera, Isao Nambu, Yasuhiro Wada
Influence of Difference of Spatial Information Obtained from a Moving Virtual Sound Presentation on Auditory BCI. ICONIP (7) (2018)
Eduardo Carabez, Miho Sugi, Isao Nambu, Yasuhiro Wada
Single trial P300 identification for an auditory BCI: Implementation of a 3D input for convolutional neural networks. SMC (2017)
Eduardo Carabez, Miho Sugi, Isao Nambu, Yasuhiro Wada
Convolutional Neural Networks with 3D Input for P300 Identification in Auditory Brain-Computer Interfaces. Comput. Intell. Neurosci. 2017 (2017)
Miho Sugi, Isao Nambu, Yasuhiro Wada
A two-target paradigm for an auditory brain-computer interface: A preliminary study. SMC (2017)
Misaki Takeda, Isao Nambu, Yasuhiro Wada
Joint torques are associated with speed-accuracy trade-offs during human reaching movements. SMC (2017)
Yuta Oda, Takanori Sato, Isao Nambu, Yasuhiro Wada
Real-Time Scalp-Hemodynamics Artifact Reduction Using a Sliding-Window General Linear Model: A Functional Near-Infrared Spectroscopy Study. ICONIP (4) (2017)
Isao Nambu, Takahiro Imai, Shota Saito, Takanori Sato, Yasuhiro Wada
Detecting Motor Learning-Related fNIRS Activity by Applying Removal of Systemic Interferences. IEICE Trans. Inf. Syst. (1) (2017)
Tetsuro Hayashi, Hiroshi Yokoyama, Isao Nambu, Yasuhiro Wada
Prediction of individual finger movements for motor execution and imagery: An EEG study. SMC (2017)
Hiroshi Yokoyama, Rie Kurai, Isao Nambu, Yasuhiro Wada
Electromyogram Activation Reflects Property of Isochrony Phenomenon During Cyclic Human Arm Movement. ICONIP (6) (2017)
Satoshi Kojima, Misaki Takeda, Isao Nambu, Yasuhiro Wada
Relations between required accuracy and muscle synergy in isometric contraction tasks. SMC (2017)
Hiep Vu Nguyen Sy, Isao Nambu, Yasuhiro Wada
The adjustment of muscle synergy recruitment by controlling muscle contraction during the reaching movement. SMC (2016)
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
Reduction of global interference of scalp-hemodynamics in functional near-infrared spectroscopy using short distance probes. NeuroImage 141 (2016)
Toshiki Kusano, Hiroki Kurashige, Isao Nambu, Yoshiya Moriguchi, Takashi Hanakawa, Yasuhiro Wada, Rieko Osu
Resting-state brain activity in the motor cortex reflects task-induced activity: A multi-voxel pattern analysis. EMBC (2015)
Hiroshi Yokoyama, Isao Nambu, Jun Izawa, Yasuhiro Wada
Temporal changes of beta rhythms and rotation-related negativity reflect switches in motor imagery. EMBC (2014)
Shota Yamane, Isao Nambu, Yasuhiro Wada
Predicting occurrence of errors during a Go/No-Go task from EEG signals using Support Vector Machine. EMBC (2014)
Alejandro González, Isao Nambu, Haruhide Hokari, Masahiro Iwahashi, Yasuhiro Wada
Towards the Classification of Single-Trial Event-Related Potentials Using Adapted Wavelets and Particle Swarm Optimization. SMC (2013)
Manabu Washizu, Shuhei Morioka, Isao Nambu, Shohei Yano, Haruhide Hokari, Yasuhiro Wada
Improving the Localization Accuracy of Virtual Sound Source through Reinforcement Learning. SMC (2013)
Takanori Sato, Yasuyuki Muto, Isao Nambu, Yasuhiro Wada
Estimation of force direction from functional near-infrared spectroscopy signals using sparse logistic regression. EMBC (2012)
Takahiro Imai, Takanori Sato, Isao Nambu, Yasuhiro Wada
Estimating Brain Activity of Motor Learning by Using fNIRS-GLM Analysis. ICONIP (1) (2012)
Shuhei Morioka, Isao Nambu, Shohei Yano, Haruhide Hokari, Yasuhiro Wada
Adaptive Modeling of HRTFs Based on Reinforcement Learning. ICONIP (4) (2012)
Isao Nambu, Rieko Osu, Masa-aki Sato, Soichi Ando, Mitsuo Kawato, Eiichi Naito
Single-trial reconstruction of finger-pinch forces from human motor-cortical activation measured by near-infrared spectroscopy (NIRS). NeuroImage 47 (2) (2009)