On the Role of Fragmentary Knowledge in a Sequence Learning Task

1998 ◽  
Vol 51 (2) ◽  
pp. 251-281 ◽  
Author(s):  
Axel Buchner ◽  
Melanie C. Steffens ◽  
Rainer Rothkegel

There has been considerable debate about whether or not we need to distinguish between the acquisition of implicit—and, independently thereof, the acquisition of explicit—knowledge in sequence learning tasks. Proponents of the view that a unitary knowledge base is formed assume (a) that the knowledge acquired is explicitly available, and (b) that information about sequence fragments forms the core of this explicit knowledge. Both of these issues are addressed empirically in the present article. In two experiments, an adapted process dissociation procedure and a suitable measurement model were used to separate recollective (explicit) and fluency-based (implicit) memory processes in a sequence learning task. Experiment 1 demonstrated that fluency-based processes came into play much later than recollective processes. Such recollective processes have been conceptualized as being based on simple knowledge about sequence fragments or chunks. Indeed, Experiment 2 showed that recollective processes are more likely to contribute to sequence judgements if chunks are readily available at test than if they are not. Together, these results are in line with the view that the learning of an event systematicity can be conceived of as the memorization of chunks of events that support both the speeding up of reaction times to systematic events and explicit, recollective memory processes even after relatively little training.

2017 ◽  
Vol 30 (7-8) ◽  
pp. 681-689 ◽  
Author(s):  
Andrew E. Silva ◽  
Brandon K. Barakat ◽  
Luis O. Jimenez ◽  
Ladan Shams

We examined the effect of audiovisual training on learning a repeated sequence of motor responses. Participants were trained with either congruent or incongruent audiovisual cues to produce motor responses. Learning was tested by comparing reaction times to untrained sequences and by asking participants to recreate the trained sequence. A strong association was found between the two measures and the majority of high-scoring participants belonged to the congruent audiovisual condition. Because the second measure requires explicit knowledge of the trained sequence, we conclude that audiovisual congruency facilitates explicit learning.


1998 ◽  
Vol 51 (2) ◽  
pp. 251-281 ◽  
Author(s):  
Axel Buchner Melanie C. Steffens Rainer Rothkegel

PLoS ONE ◽  
2020 ◽  
Vol 15 (12) ◽  
pp. e0243541 ◽  
Author(s):  
Teodóra Vékony ◽  
Lilla Török ◽  
Felipe Pedraza ◽  
Kate Schipper ◽  
Claire Pleche ◽  
...  

The characteristics of acquiring new sequence information under dual-task situations have been extensively studied. A concurrent task has often been found to affect performance. In real life, however, we mostly perform a secondary task when the primary task is already well acquired. The effect of a secondary task on the ability to retrieve well-established sequence representations remains elusive. The present study investigates whether accessing well-acquired probabilistic sequence knowledge is affected by a concurrent task. Participants acquired non-adjacent regularities in an implicit probabilistic sequence learning task. After a 24-hour offline period, participants were tested on the same probabilistic sequence learning task under dual-task or single-task conditions. Here, we show that although the secondary task significantly prolonged the overall reaction times in the primary (sequence learning) task, access to the previously learned probabilistic representations remained intact. Our results highlight the importance of studying the dual-task effect not only in the learning phase but also during memory access to reveal the robustness of the acquired skill.


1997 ◽  
Vol 50 (3) ◽  
pp. 631-663 ◽  
Author(s):  
Axel Buchner ◽  
Melanie C. Steffens ◽  
Edgar Erdfelder ◽  
Rainer Rothkegel

We suggest that well-formedness judgements in conjunction with L.L. Jacoby's (1991) process dissociation procedure and an appropriate measurement model can be used to obtain measures of implicit and explicit sequence knowledge. We introduce a new measurement model designed specifically for the sequence learning task. The model assumes that sequence identification is based on recollection, perceptual or motor fluency, systematicity detection, and guessing. The model and the application of the process dissociation procedure were empirically evaluated using auditory event sequences. In Experiment 1, the parameter reflecting recollection was higher in an intentional than in an incidental learning condition. Experiment 2 showed that random sequences interspersed among the systematic sequences during the acquisition phase may change this pattern of results. A manipulation of processing fluency in Experiment 3 was reflected in the appropriate model parameter. In sum, the new measurement model and the application of the process dissociation procedure appear to be useful tools in sequence learning research.


2008 ◽  
Vol 20 (4) ◽  
pp. 629-642 ◽  
Author(s):  
Nicola K. Ferdinand ◽  
Axel Mecklinger ◽  
Jutta Kray

In this experiment, we examined the extent to which error-driven learning may operate under implicit learning conditions. We compared error monitoring in a sequence learning task in which stimuli consisted of regular, irregular, or random sequences. Subjects were either informed (explicit condition) or not informed (implicit condition) about the existence of the sequence. For both conditions, reaction times were faster to stimuli from regular sequences than from random sequences, thus supporting the view that sequence learning occurs irrespective of learning condition. Response-locked event-related potentials (ERPs) showed a pronounced ERN/Ne, thereby signaling the detection of committed errors. Deviant stimuli from irregular sequences elicited an N2b component that developed in the course of the experiment, albeit faster for explicit than implicit learners. This observation supports the view that deviant events acquire the status of perceived errors during explicit and implicit learning, and thus, an N2b is generated resembling the ERN/Ne to committed errors. While performing the task, expectations about upcoming events are generated, compared to the actual events, and evaluated on the dimension “better or worse than expected.” The accuracy of this process improves with learning, as shown by a gradual increase in N2b amplitude as a function of learning. Additionally, a P3b, which is thought to mirror conscious processing of deviant stimuli and is related to updating of working memory representations, was found for explicit learners only.


2019 ◽  
Author(s):  
Teodóra Vékony ◽  
Lilla Török ◽  
Felipe Pedraza ◽  
Kate Schipper ◽  
Claire Plèche ◽  
...  

AbstractThe characteristics of acquiring new sequence information under dual-task situations have been extensively studied so far. Such a concurrent task has often been found to affect performance. In real life, however, we mostly perform a secondary task when the primary one is already well-acquired. The effect of a secondary task on the ability to retrieve well-established sequence representations remains elusive. The present study investigates whether accessing a well-acquired probabilistic sequence knowledge is affected by a concurrent task. Participants acquired non-adjacent regularities in a perceptual-motor implicit probabilistic sequence learning task. After a 24-hour offline period, participants were tested on the same sequence learning task under dual-task or single-task conditions. Here we show that although the secondary task significantly prolonged the overall reaction times in the primary task, the access to the previously learned probabilistic representations remained intact. Our results highlight the importance of studying the dual-task effect not only in the learning phase but also during memory access.


2018 ◽  
Author(s):  
Douglas D. Burman

AbstractHippocampal interactions with the motor system are often assumed to reflect the role of memory in motor learning. Here, we examine hippocampal connectivity with sensorimotor cortex during two tasks requiring paced movements, one with a mnemonic component (sequence learning) and one without (repetitive tapping). Functional magnetic resonance imaging activity was recorded from thirteen right-handed subjects; connectivity was identified from sensorimotor cortex (SMC) correlations with psychophysiological interactions in hippocampal activity between motor and passive visual tasks. Finger movements in both motor tasks anticipated the timing of the metronome, reflecting cognitive control, yet evidence of motor learning was limited to the sequence learning task; nonetheless, hippocampal connectivity was observed during both tasks. Connectivity from corresponding regions in the left and right hippocampus overlapped extensively, with improved sensitivity resulting from their conjunctive (global) analysis. The cortical laterality of SMC connectivity depended both on the hippocampal source and the task.Functionally-defined seeds produced bilateral connectivity within the hand representation, regardless of whether finger movements were uni- or bimanual; these seeds were located midlateral within the hippocampus, whereas structural seeds were located in the posterior hippocampus and produced unilateral connectivity. Results implicate the hippocampus in volitional finger movements even in the absence of motor learning or recall.


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