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A new benchmark dataset for P300 ERP-based BCI applications
(Academic Press Inc Elsevier Science, 2023)
Because of its non-invasive nature, one of the most commonly used event-related potentials in brain -computer interface (BCI) system designs is the P300 electroencephalogram (EEG) signal. The fact that the P300 response ...
A novel graph transformation strategy for optimizing SpTRSV on CPUs
(Wiley, 2023)
Sparse triangular solve (SpTRSV) is an extensively studied computational kernel. An important obstacle in parallel SpTRSV implementations is that in some parts of a sparse matrix the computation is serial. By transforming ...
Alternative Data Sources and Psychometric Scales Supported Credit Scoring Models
(IEEE, 2023)
This study aims to evaluate individuals with limited access to banking services and enhance credit scoring models with alternative data sources. A psychometric-based credit scoring model was developed and tested. Despite ...
Transaction Volume Estimation in Financial Markets with LSTM
(IEEE, 2023)
In this study, it was aimed to determine the transaction volume that will be encountered in the future (hourly) in the factoring sector, and then to take financial and operational action early. For the study, the LSTM ...
Classification of Altruistic Punishment Decisions by Optical Neuroimaging and Machine Learning Methods
(IEEE, 2023)
Altruistic punishment (third-party punishment) is important in terms of maintaining social norms and promoting prosocial behavior. This study examined data obtained using the near infrared spectroscopy (fNIRS) method to ...
Noise Effect on Forecasting
(IEEE, 2023)
The lack of regulation and liquidity in crypto money markets causes higher volatility compared to other financial markets. This situation increases the noise in price change. The high noise and random walk create a problem ...
Neural Correlates of Identity Judgments in the Prefrontal Cortex: An Optical Brain Imaging (fNIRS) Study
(IEEE, 2023)
The prefrontal cortex (PFC) plays a crucial role in human reasoning and decision-making. Studies using neuroimaging techniques have shown that situations involving conflicts lead to increased activity in both the prefrontal ...
Minimum repair bandwidth LDPC codes for distributed storage systems
(IEEE, 2023)
In distributed storage systems (DSS), an optimal code design must meet the requirements of efficient local data regeneration in addition to reliable data retention. Recently, lowdensity parity-check (LDPC) codes have been ...
Joint multi-nanopore sequencing for reliable data retrieval in nucleic acid storage
(2023)
A nucleic acid storage system (100) that uses nanopore sequencing to read data values chemically embedded in oligonucleotides includes a membrane (102), a voltage source (108), and a nucleic acid strand (110). The membrane ...
Artificial intelligence augmented iterative product decoding
(2023)
A method for product decoding within a data storage system includes receiving data to be decoded within a first decoder; performing a plurality of decoding iterations to decode the data utilizing a first decoder and a ...
