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Fast periodic visual stimulation (FPVS) coupled with EEG has been used for a decade to measure word-selective neural responses in (a)typical adults and developmental readers. Here, we used this FPVS-EEG approach to evaluate suitable and optimal stimulation frequency rates for prelexical and lexical word-selective responses and relate these rates to typical reading speed and interindividual variability in reading performance. EEG was recorded in 41 healthy adults who viewed words inserted periodically (1 Hz) at four different stimulation frequency rates (4 Hz, 6 Hz, 10 Hz, and 20 Hz).
View Article and Find Full Text PDFNanopore Decoding with Speed and Versatility for Data Storage.
Bioinformatics
January 2025
Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, North Carolina, USA.
Motivation: As nanopore technology reaches ever higher throughput and accuracy, it becomes an increasingly viable candidate for reading out DNA data storage. Nanopore sequencing offers considerable flexibility by allowing long reads, real-time signal analysis, and the ability to read both DNA and RNA. We need flexible and efficient designs that match nanopore's capabilities, but relatively few designs have been explored and many have significant inefficiency in read density, error rate, or compute time.
View Article and Find Full Text PDFValidation of a Deep Learning-Based Method for Accelerating Susceptibility-Weighted Imaging in Clinical Settings.
NMR Biomed
February 2025
Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Susceptibility-weighted imaging (SWI) has been widely used in clinical contexts, in which the speed of acquisition is frequently a critical issue. In this study, we aim to test the feasibility of a deep learning (DL)-based reconstruction method for accelerating SWI acquisition in clinical settings. A total of 61 subjects were consecutively enrolled.
View Article and Find Full Text PDFBenchmarking the speed-accuracy tradeoff in object recognition by humans and neural networks.
J Vis
January 2025
Department of Psychology, New York University, New York, NY, USA.
Active object recognition, fundamental to tasks like reading and driving, relies on the ability to make time-sensitive decisions. People exhibit a flexible tradeoff between speed and accuracy, a crucial human skill. However, current computational models struggle to incorporate time.
View Article and Find Full Text PDFThe contribution of orthographic knowledge, phonological awareness, rapid automatized naming and phonological working memory to the reading skills of typically developing children.
Appl Neuropsychol Child
January 2025
Department of Speech Therapy, Tehran University of Medical Sciences, Tehran, Iran.
The present study examined the effects of orthographic knowledge (OK), phonological awareness (PA), rapid automatized naming (RAN), and phonological working memory (PWM) on the reading speed, accuracy, and comprehension of elementary school students. Results from a sample of 176 typically developing children in the second through fourth grades (mean age = 8.9 years) revealed that the correlation between reading and the other variables (PWM, PA, RAN, and OK) was significant.
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