Results 71 to 80 of about 395,648 (314)

Evolving Long Short-Term Memory Networks [PDF]

, 2020
Machine learning techniques have been massively employed in the last years over a wide variety of applications, especially those based on deep learning, which obtained state-of-the-art results in several research fields. Despite the success, such techniques still suffer from some shortcomings, such as the sensitivity to their hyperparameters, whose ...
Vicente Coelho Lobo Neto, Leandro Aparecido Passos, João Paulo Papa   +2 more
openaire   +1 more source

Parallelizable Stack Long Short-Term Memory [PDF]

Proceedings of the Third Workshop on Structured Prediction for, 2019
Stack Long Short-Term Memory (StackLSTM) is useful for various applications such as parsing and string-to-tree neural machine translation, but it is also known to be notoriously difficult to parallelize for GPU training due to the fact that the computations are dependent on discrete operations.
Shuoyang Ding, Philipp Koehn
openaire   +2 more sources

Epigenetic heterogeneity and plasticity in therapy‐induced tumor states through single‐cell multi‐omics

Molecular Oncology, EarlyView.
Single‐cell multi‐omics reveals epigenetic heterogeneity across therapy‐adaptive tumor states, including quiescent/dormant, drug‐tolerant persister, and EMT‐like phenotypes. By linking regulatory features with state‐associated biomarkers, these approaches inform biomarker‐guided therapeutic strategies for evolving tumors.
Hee Jung Kim, Hwiyeong Lee, Jin Hong, Daechan Park   +3 more
wiley   +1 more source

Time Series-Based Spoof Speech Detection Using Long Short-Term Memory and Bidirectional Long Short-Term Memory

ARO-The Scientific Journal of Koya University
Detecting fake speech in voice-based authentication systems is crucial for reliability. Traditional methods often struggle because they can't handle the complex patterns over time.
Arsalan R. Mirza, Abdulbasit K. Al-Talabani   +1 more
doaj   +1 more source

Software Effort Estimation Using Multilayer Perceptron and Long Short Term Memory [PDF]

Informatică economică, 2019
Software effort estimation is a hot topic for study in the last decades. The biggest challenge for project managers is to meet their goals within the given time limit.
Eduard-Florin PREDESCU, Alexandru STEFAN, Alexis-Valentin ZAHARIA   +2 more
doaj   +1 more source

Improved LSTM Method of Predicting Cryptocurrency Price Using Short-Term Data

IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2023
As cryptocurrencies develop, it cannot be denied that crypto prices are volatile. One of the influencing factors is the increasing volume of transactions which attracts the interest of researchers to conduct research in developing coin price predictions ...
Risna Sari, Kusrini Kusrini, Tonny Hidayat, Theofanis Orphanoudakis   +3 more
doaj   +1 more source

Word length effects in long-term memory [PDF]

, 2006
The word length effect has been a central feature of theorising about immediate memory. The notion that short-term memory traces rapidly decay unless refreshed by rehearsal is based primarily upon the finding that serial recall for short words is better ...
Gerald Tehan, Tolan, Georgina Anne, Georgina Anne Tolan, Tehan, Gerald   +3 more
core   +1 more source

Long‐term hippocampal alterations and cognitive impairment in a murine model of surgical sepsis

FEBS Open Bio, EarlyView.
Using a mouse model of surgical sepsis, we tested long‐term memory and analyzed the transcriptome of single cells isolated from the hippocampus. Survivor mice showed worse memory, loss of certain brain cell subpopulations, and abnormal immune cell activity—suggesting that post‐sepsis brain alterations may be linked to cognitive deficits.
Dong Seong Cho, Rebecca Schmitt, Aneesha Dasgupta, Alexandra Ducharme, Jason Doles   +4 more
wiley   +1 more source

Long Short-Term Memory and Bidirectional Long Short-Term Memory Algorithms for Sentiment Analysis of Skintific Product Reviews [PDF]

ITM Web of Conferences
In the era of ever-evolving digital technology, conducting customer sentiment analysis through product reviews has become crucial for businesses to improve their offerings and increase customer satisfaction. This research aims to analyze the sentiment of
Simanihuruk Laurensia, Suparwito Hari
doaj   +1 more source

Neural correlates of enhanced visual short-term memory for angry faces: An fMRI study [PDF]

, 2008
Copyright: © 2008 Jackson et al.Background: Fluid and effective social communication requires that both face identity and emotional expression information are encoded and maintained in visual short-term memory (VSTM) to enable a coherent, ongoing picture
Jackson, MC, David E J Linden, Johnston, Stephen J, Stephen J Johnston, Raymond, Jane E, Raymond, Jane E., Jackson, Margaret C, Jane E Raymond, Linden, David Edmund Johannes, Johnston, Stephen J., Johnston, SJ, Jackson, Margaret C., Wolf, C, Wolf, Claudia, Margaret C Jackson, Claudia Wolf, Raymond, JE, Linden, DEJ, Linden, David E J   +18 more
core   +1 more source