1 |
Perceptual similarity and learning from sequential statistics.
|
|
|
|
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
|
|
BASE
|
|
Show details
|
|
2 |
Using computational modeling to understand the interaction between risk and protective factors in reading disability ...
|
|
|
|
BASE
|
|
Show details
|
|
3 |
Using computational modeling to understand the interaction between risk and protective factors in reading disability ...
|
|
|
|
BASE
|
|
Show details
|
|
4 |
Perceptual similarity and learning from sequential statistics. ...
|
|
|
|
Abstract:
Most models of statistical learning do not consider the perceptual properties of the units that make up a sequence. Here, we manipulate the similarity of units in a modified version of classic statistical learning paradigm (Aslin et al., 1998). After a 3-minute familiarization stream, we asked the participants to rate their familiarity with words and part-words, with the addition of non-words (trisyllabic words without any previous exposure). We developed a simple recurrent neural network that used distributed representations for the syllables and produced similar results to the human data. We then explored how perceptual similarity impacted learning of different familiarization streams. Specifically, greater similarity relations among units were predicted to lead to poorer discrimination between words and part-words. Based on the model’s results, we created a new familiarization sequence of trisyllabic words and tested for impacts on perceptual similarity on human performance. ...
|
|
Keyword:
Cognitive Linguistics; Cognitive Neuroscience; Cognitive Science; Gender Studies; Social Anthropology
|
|
URL: https://dx.doi.org/10.48448/k7ef-1q90 https://underline.io/lecture/26959-perceptual-similarity-and-learning-from-sequential-statistics.
|
|
BASE
|
|
Hide details
|
|
6 |
Individual differences in learning the regularities between orthography, phonology and semantics predict early reading skills
|
|
|
|
In: J Mem Lang (2020)
|
|
BASE
|
|
Show details
|
|
7 |
Top-Down Grouping Affects Adjacent Dependency Learning
|
|
|
|
In: Psychology Faculty Publications (2020)
|
|
BASE
|
|
Show details
|
|
8 |
Speech perception with temporally patterned noise maskers ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
Top-Down Structure Influences Learning of Non-Adjacent Dependencies in an Artificial Language ...
|
|
|
|
BASE
|
|
Show details
|
|
10 |
Decoding the Neural Representation of Story Meanings across Languages ...
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Age -limited learning effects in reading and speech perception ...
|
|
Zevin, Jason D.. - : University of Southern California Digital Library (USC.DL), 2016
|
|
BASE
|
|
Show details
|
|
12 |
The Neural Correlates of the Interaction between Semantic and Phonological Processing for Chinese Character Reading
|
|
|
|
BASE
|
|
Show details
|
|
13 |
Universal brain signature of proficient reading: Evidence from four contrasting languages.
|
|
|
|
In: Proceedings of the National Academy of Sciences of the United States of America, vol 112, iss 50 (2015)
|
|
BASE
|
|
Show details
|
|
14 |
Universal brain signature of proficient reading: Evidence from four contrasting languages
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Language Differences in the Brain Network for Reading in Naturalistic Story Reading and Lexical Decision
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere ...
|
|
|
|
BASE
|
|
Show details
|
|
17 |
On the Same Wavelength: Predictable Language Enhances Speaker–Listener Brain-to-Brain Synchrony in Posterior Superior Temporal Gyrus
|
|
|
|
BASE
|
|
Show details
|
|
18 |
Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere
|
|
|
|
In: Yoncheva, Yuliya; Maurer, Urs; Zevin, Jason D; McCandliss, Bruce D (2014). Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere. NeuroImage, 97:262-270. (2014)
|
|
BASE
|
|
Show details
|
|
|
|