AIMC Topic:
Software
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Large-scale neuromorphic computing systems.
Journal of neural engineering
Aug 16, 2016
Neuromorphic computing covers a diverse range of approaches to information processing all of which demonstrate some degree of neurobiological inspiration that differentiates them from mainstream conventional computing systems. The philosophy behind n...
CGBVS-DNN: Prediction of Compound-protein Interactions Based on Deep Learning.
Molecular informatics
Aug 12, 2016
Computational prediction of compound-protein interactions (CPIs) is of great importance for drug design as the first step in in-silico screening. We previously proposed chemical genomics-based virtual screening (CGBVS), which predicts CPIs by using a...
Mycofier: a new machine learning-based classifier for fungal ITS sequences.
BMC research notes
Aug 11, 2016
BACKGROUND: The taxonomic and phylogenetic classification based on sequence analysis of the ITS1 genomic region has become a crucial component of fungal ecology and diversity studies. Nowadays, there is no accurate alignment-free classification tool ...
A Multi-Robot Sense-Act Approach to Lead to a Proper Acting in Environmental Incidents.
Sensors (Basel, Switzerland)
Aug 10, 2016
Many environmental incidents affect large areas, often in rough terrain constrained by natural obstacles, which makes intervention difficult. New technologies, such as unmanned aerial vehicles, may help address this issue due to their suitability to ...
Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study.
PloS one
Aug 8, 2016
The classification of neuroimaging data for the diagnosis of certain brain diseases is one of the main research goals of the neuroscience and clinical communities. In this study, we performed multiclass classification using a hierarchical extreme lea...
Simbrain 3.0: A flexible, visually-oriented neural network simulator.
Neural networks : the official journal of the International Neural Network Society
Jul 29, 2016
Simbrain 3.0 is a software package for neural network design and analysis, which emphasizes flexibility (arbitrarily complex networks can be built using a suite of basic components) and a visually rich, intuitive interface. These features support bot...
eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform.
Scientific reports
Jul 29, 2016
Genome-wide association studies (GWASs) have mined many common genetic variants associated with human complex traits like diseases. After that, the functional annotation and enrichment analysis of significant SNPs are important tasks. Classic methods...
Modelling with ANIMO: between fuzzy logic and differential equations.
BMC systems biology
Jul 27, 2016
BACKGROUND: Computational support is essential in order to reason on the dynamics of biological systems. We have developed the software tool ANIMO (Analysis of Networks with Interactive MOdeling) to provide such computational support and allow insigh...
Driving a Semiautonomous Mobile Robotic Car Controlled by an SSVEP-Based BCI.
Computational intelligence and neuroscience
Jul 26, 2016
Brain-computer interfaces represent a range of acknowledged technologies that translate brain activity into computer commands. The aim of our research is to develop and evaluate a BCI control application for certain assistive technologies that can be...
Dynamic Bayesian Network for Accurate Detection of Peptides from Tandem Mass Spectra.
Journal of proteome research
Jul 22, 2016
A central problem in mass spectrometry analysis involves identifying, for each observed tandem mass spectrum, the corresponding generating peptide. We present a dynamic Bayesian network (DBN) toolkit that addresses this problem by using a machine lea...
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