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A Generative Deep Learning Approach for Crash Severity Modeling with Imbalanced Data
Usually, such data imbalance issues are addressed by data resampling methods, such as under-sampling and over-sampling techniques.
Multifunctional fiber-based optoacoustic emitter for non-genetic bidirectional neural communication
In vivo application of mFOE for successful simultaneous optoacoustic stimulation and electrical recording of brain activities was confirmed in mouse hippocampus in both acute and chronical applications up to 1 month.
Optically-generated focused ultrasound for noninvasive brain stimulation with ultrahigh precision
Here, we report optically-generated focused ultrasound (OFUS) for non-invasive brain stimulation with ultrahigh precision.
Photoacoustic Silk Scaffolds for Neural stimulation and Regeneration
We also confirmed that photoacoustic neural stimulation promoted neurite outgrowth by impacting the brain-derived neurotrophic factor (BDNF) pathway.
Different Contexts Lead to Different Word Embeddings
Recent work for learning word representations has applied successfully to many NLP applications, such as sentiment analysis and question answering.
