scholarly journals Working Memory Capacity: Limits on the Bandwidth of Cognition

Daedalus ◽  
2015 ◽  
Vol 144 (1) ◽  
pp. 112-122 ◽  
Author(s):  
Earl K. Miller ◽  
Timothy J. Buschman

Why can your brain store a lifetime of experiences but process only a few thoughts at once? In this article we discuss “cognitive capacity” (the number of items that can be held “in mind” simultaneously) and suggest that the limit is inherent to processing based on oscillatory brain rhythms, or “brain waves,” which may regulate neural communication. Neurons that “hum” together temporarily “wire” together, allowing the brain to form and re-form networks on the fly, which may explain a hallmark of intelligence and cognition: mental flexibility. But this comes at a cost; only a small number of thoughts can fit into each wave. This explains why you should never talk on a mobile phone when driving.

Author(s):  
Nelson Cowan ◽  
Candice C. Morey ◽  
Zhijian Chen ◽  
Amanda L. Gilchrist ◽  
J. Scott Saults

2017 ◽  
Vol 17 (10) ◽  
pp. 109
Author(s):  
Jason Scimeca ◽  
Jacob Miller ◽  
Mark D'Esposito

2016 ◽  
Author(s):  
David Landy ◽  
L. Elizabeth Crawford ◽  
Timothy A. Salthouse

Spatial memory research has attributed systematic bias in location estimates to a combination of a noisy memory trace with a prior structure that people impose on the space. Little is known about intra-individual stability and inter-individual variation in these patterns of bias. In the current work we align recent empirical and theoretical work on working memory capacity limits and spatial memory bias to generate the prediction that those with lower working memory capacity will show greater bias in memory of the location of a single item. Reanalyzing data from a large study of cognitive aging, we find support for this prediction. Fitting separate models to individuals’ data revealed a surprising variety of strategies. Some were consistent with Bayesian models of spatial category use, however roughly half of participants biased estimates outward in a way not predicted by current models and others seemed to combine these strategies. These analyses highlight the importance of studying individuals when developing general models of cognition.


2019 ◽  
Author(s):  
Blake L. Elliott ◽  
Samuel M. McClure ◽  
Gene Arnold Brewer

Prioritized encoding and retrieval of valuable information is an essential component of human memory due to capacity limits. Individual differences in value-directed encoding may derive from variability in stimulus valuation, memory encoding, or from strategic abilities related to maintenance in working memory. We collected multiple cognitive ability measures to test whether variation in episodic memory, working memory capacity, or both predict differences in value-directed remembering among a large sample of participants (n=205). Confirmatory factor analysis and structural equation modeling was used to assess the contributions of episodic and working memory to value sensitivity in value-directed remembering tasks. Episodic memory ability, but not working memory capacity, was predictive of value-directed remembering. These results suggest that cognitive processes may be differentially related to value-based memory encoding.


2013 ◽  
Vol 23 (04) ◽  
pp. 1350019 ◽  
Author(s):  
GUOQI LI ◽  
NING NING ◽  
KIRUTHIKA RAMANATHAN ◽  
WEI HE ◽  
LI PAN ◽  
...  

To explore the influence of chunking on the capacity limits of working memory, a model for chunking in sequential working memory is proposed, using hierarchical bidirectional inhibition-connected neural networks with winnerless competition. With the assumption of the existence of an upper bound to the inhibitory weights in neurobiological networks, it is shown that chunking increases the number of memorized items in working memory from the "magical number 7" to 16 items. The optimal number of chunks and the number of the memorized items in each chunk are the "magical number 4".


2011 ◽  
Vol 22 (03) ◽  
pp. 156-167 ◽  
Author(s):  
Mary Rudner ◽  
Jerker Rönnberg ◽  
Thomas Lunner

Background: Previous studies have demonstrated a relation between cognitive capacity, in particular working memory, and the ability to understand speech in noise with different types of hearing aid signal processing. Purpose: The present study investigates the relation between working memory capacity and the speech recognition performance of persons with hearing impairment under both aided and unaided conditions, following a period of familiarization to both fast- and slow-acting compression settings in the participants’ own hearing aids. Research Design: Speech recognition was tested in modulated and steady state noise with fast and slow compression release settings (for aided conditions) with each of two materials. Working memory capacity was also measured. Study Sample: Thirty experienced hearing aid users with a mean age of 70 yr (SD = 7.8) and pure-tone average hearing threshold across the frequencies 0.25, 0.5, 1, 2, 3, 4, and 6 kHz (PTA7) and for both ears of 45.8 dB HL (SD = 6.6). Intervention: 9 wk experience with each of fast-acting and slow-acting compression. Data Collection and Analysis: Speech recognition data were analyzed using repeated measures analysis of variance with the within-subjects factors of material (high constraint, low constraint), noise type (steady state, modulated), and compression (fast, slow), and the between-subjects factor working memory capacity (high, low). Results: With high constraint material, there were three-way interactions including noise type and working memory as well as compression, in aided conditions, and performance level, in unaided conditions, but no effects of either working memory or compression with low constraint material. Investigation of simple main effects showed a significant effect of working memory during speech recognition under conditions of both “high degradation” (modulated noise, fast-acting compression, low signal-to-noise ratio [SNR]) and “low degradation” (steady state noise, slow-acting compression, high SNR). The finding of superior performance of persons with high working memory capacity in modulated noise with fast-acting compression agrees with findings of previous studies including a familiarization period of at least 9 wk, in contrast to studies with familiarization of 4 wk or less that have shown that persons with lower cognitive capacity may benefit from slow-acting compression. Conclusions: Working memory is a crucial factor in speech understanding in noise for persons with hearing impairment, irrespective of whether hearing is aided or unaided. Working memory supports speech understanding in noise under conditions of both “high degradation” and “low degradation.” A subcomponent view of working memory may contribute to our understanding of these phenomena. The effect of cognition on speech understanding in modulated noise with fast-acting compression may only pertain after a period of 4–9 wk of familiarization and that prior to such a period, persons with lower cognitive capacity may benefit more from slow-acting compression.


2009 ◽  
Vol 19 (2) ◽  
pp. 243-256 ◽  
Author(s):  
Matt J. Rossano

This article argues that ritual behaviour was a critical selective force in the emergence of modern cognition. The argument is based on the following observations: (1) Upper Palaeolithic Cro-Magnons exhibited unprecedented levels of social complexity and there is evidence to suggest that this complexity may have begun even earlier in Africa, possibly connected with the Toba eruption. (2) Creating larger, more complex social arrangements, especially those that cut across traditional within-group boundaries, would have required more elaborate and demanding social rituals. (3) Ritual behaviour requiring focused attention and the inhibition of pre-potent responses places demands on areas of the brain known to be associated with working memory. (4) An enhancement of working-memory capacity was very likely necessary for the emergence of modern cognition. (5) The social rituals of traditional societies, which provide the best window on the social rituals of our ancestors, are highly demanding in terms of maintaining focused attention and inhibiting pre-potent responses. (6) Those of our ancestors best able to successfully engage in ritual behaviour would have accrued fitness advantages from increased access to resources, status enhancements and psychophysical health effects. (7) Larger working-memory capacity was very likely a characteristic of these more ritually-capable hominins.


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