Regulation of a subset of release-ready vesicles by the presynaptic protein Mover. [PDF]
Pofantis E, Neher E, Dresbach T.
europepmc +1 more source
Low-bit-rate informed source separation using decoder NTF and efficient parameter coding
Informed Source Separation (ISS) unifies the fields of audio source separation and audio coding: ISS uses source separation methods for efficient coding of audio objects (e.g. recordings of musical instruments).
Rohlfing, Christian
core +1 more source
AI and Big Data in Healthcare: Towards a More Comprehensive Research Framework for Multimorbidity. [PDF]
Majnarić LT +3 more
europepmc +1 more source
A non-negative tensor factorization approach to feature extraction for image analysis
In this paper, a decomposition method is proposed for Separable Non-negative Tensor Factorization (SNTF), which yields a structure similar to the PARATUCK2 model for the decomposition of non-negative tensors.
Zhiguo Zhang +8 more
core +1 more source
Cochlear implants (CIs) require efficient speech processing to maximize information transmission to the brain, especially in noise. A novel CI processing strategy was proposed in our previous studies, in which sparsity-constrained non-negative matrix ...
Mark Lutman +7 more
core +1 more source
Clutter suppression in ultrasound: performance evaluation and review of low-rank and sparse matrix decomposition methods. [PDF]
Zhang N, Ashikuzzaman M, Rivaz H.
europepmc +1 more source
Multimodal Phenotyping of Alzheimer's Disease with Longitudinal Magnetic Resonance Imaging and Cognitive Function Data. [PDF]
Kim Y +7 more
europepmc +1 more source
Novel multi-layer nonnegative tensor factorization with sparsity constraints
In this paper we present a new method of 3D non-negative tensor factorization (NTF) that is robust in the presence of noise and has many potential applications, including multi-way blind source separation (BSS), multi-sensory or multi-dimensional data ...
Robert Plemmons +4 more
core
Missing Data Gap Imputation Methods in Electroencephalogram (EEG) Signals: A Systematic Scoping Review. [PDF]
Bergmann T +14 more
europepmc +1 more source
Discriminative and Distinct Phenotyping by Constrained Tensor Factorization. [PDF]
Kim Y, El-Kareh R, Sun J, Yu H, Jiang X.
europepmc +1 more source

