Results 121 to 130 of about 370,356 (314)

Robust Sound Event Classification using Deep Neural Networks [PDF]

, 2015
The automatic recognition of sound events by computers is an important aspect of emerging applications such as automated surveillance, machine hearing and auditory scene understanding.
Song, Yan, McLoughlin, Ian Vince, Xie, Zhi-Peng, Xiao, Wei, Zhang, Hao-min   +4 more
core   +1 more source

Guiding AlphaFold to predict how Munc13‐1 opens Syntaxin‐1

FEBS Open Bio, EarlyView.
The syntaxin‐1 Habc‐domain (orange), linker (pink) and SNARE motif (yellow) form a closed conformation that binds to Munc18‐1 (violet) and is opened by the Munc13‐1 MUN domain (cyan) to form the SNARE complex that triggers neurotransmitter release.
Madhurima Chattopadhyay, Junjie Xu, Josep Rizo   +2 more
wiley   +1 more source

A Joint Deep Neural Network Model for Pain Recognition from Face

, 2019
Pain is a primary symptom of diseases and an indicator of a patients’ health status. Effective management of pain is important for patient treatment and well-being.
Deo, Ravinesh C., Ghazal Bargshady, Bargshady, Ghazal, Ravinesh C Deo, Whittaker, Frank, Frank Whittaker, Hua Wang, Soar, Jeffrey, Xujuan Zhou, Bargshady, Ghazal; id_orcid, Jeffrey Soar, Wang, Hua, Zhou, Xujuan, Deo, Ravinesh   +13 more
core   +1 more source

An End-to-End Deep Neural Network for Autonomous Driving Designed for Embedded Automotive Platforms

Sensors, 2019
In this paper, one solution for an end-to-end deep neural network for autonomous driving is presented. The main objective of our work was to achieve autonomous driving with a light deep neural network suitable for deployment on embedded automotive ...
Jelena Kocić, Nenad Jovičić, Vujo Drndarević   +2 more
doaj   +1 more source

Hyperactive ice‐binding proteins stabilize cell membranes and improve resistance to dehydration stress in Caenorhabditis elegans

FEBS Open Bio, EarlyView.
TisIBP8, a fungal‐derived hyperactive ice‐binding protein, helps Caenorhabditis elegans survive dehydration. It localizes near cell membranes, reduces cell damage, and helps maintain membrane structure during drying. These results suggest that ice‐binding proteins can protect cells from dehydration stress as well as freezing stress.
Daiki Shimose, Kotaro Ozaki, Ryohei Kuriyama, Yuka Ikemoto, Kazuhiro Mio, Yuji C. Sasaki, Tatsuya Arai, Sakae Tsuda, Yoichi Shinkai, Masahiro Kuramochi   +9 more
wiley   +1 more source

Improving Deep Neural Network in Predicting Electron Ionization Mass Spectra by Molecular Similarity-wise Sampling

, 2023
Mass spectrometry is a widely used technique for identifying molecules in a variety of applications, including organic synthesis and metabolomics. Recently,a deep neural network model for mass spectrometry has been developed and numerically assessed ...
Shigenori, Takeda, Yutaka, Imamura, Toshifumi, Kakiuchi, Ryohei, Yamaguchi, Masatsugu, Yamada   +4 more
core   +1 more source

Loss of AMBRA1 activates MAPK and angiogenesis signaling pathways in melanoma cells

FEBS Open Bio, EarlyView.
Loss of AMBRA1 in melanoma cells activates multiple oncogenic pathways associated with tumor progression. Transcriptomic and protein network analyses revealed that AMBRA1 depletion enhances MAPK/ERK signaling, angiogenesis, TGF‐β/EMT signaling, and Wnt/axon guidance pathways.
Milad Ibrahim, Marco Corazzari, Iman Osman, Jane Armstrong, Noel Carter   +4 more
wiley   +1 more source

A Deep Neural Network for Acoustic-Articulatory Speech Inversion

, 2011
In this work, we implement a deep belief network for the acoustic-articulatory inversion mapping problem. We find that adding up to 3 hidden-layers improves inversion accuracy.
Renals, S., Richmond, K.; id_orcid, Uria, Benigno   +2 more
core  

Deep Neural Network architecture.

, 2022
Deep Neural Network architecture.
Fahimeh Nasimi (12060304), Mohammadreza Yazdchi (12152677)   +1 more
core   +1 more source

From energy provision to protein synthesis: Tunnelling nanotubes as mediators of intercellular metabolic cooperation in cancer

FEBS Open Bio, EarlyView.
The cytoskeleton‐mediated transport of mitochondria via tunnelling nanotubes restores respiration, increases ATP production, rescues cells from apoptosis, activates the AKT/mTOR signalling pathway, promotes cell migration and invasiveness, contributes to cancer progression and treatment resistance.
Stanislava Martínková, Jan Trnka
wiley   +1 more source