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- W1736114791 abstract "Negative Subsequent Memory Effect in ERP: Modeling and Data Sverker Sikstrom (sverker.sikstrom@lucs.lu.se) Petter Kallioinen (petter.kallioinen@lucs.lu.se) Lund University Cognitive Science (LUCS), Kungshuset, Lundagard Lund, 222 22, Sweden First, a brief review of synaptic depression and cell differentiation is provided. Then the DD model is presented along with the predictions. Finally, the model is tested in a list learning experiment with of high and low frequency words where ERPs are measured during study. Abstract The subsequent memory effect (SME) is the ubiquitous phenomena that stimulus that are later retrieved show a more negative going ERP wave than stimulus that are not retrieved. Two basic findings in neurophysiology are that cells respond weaker to repeated stimulation (e.g. synaptic depression) and that the response differentiates during familiarization. This paper presents a computational theory of SME based on synaptic depression and cell differentiation. SME occurs because synaptic depression is stronger for stimuli with larger cell differentiation and these stimuli are also easier to retrieve. The model also predicts a negative subsequent memory effect (NSME) so that a stimulus that are not preceded with other stimuli are recovered from synaptic depression, better recalled, and have a more positive ERP. The model is tested on ERP data collected during study of short lists followed by free recall. Synaptic Depression and Cell Differentiation Synaptic depression is the strongest form of short-term plasticity (Nelson, Varela, Sen and Abbott, 1997). The underlying mechanism of synaptic depression is not fully understood. However, one mechanism is believed to be presynaptic depletion of transmitter substances, which is stored in the release-ready pool of vesicles. With this depletion, pre-synaptic action potentials have reduced efficiency on the post-synaptic activity. Synaptic depression depends on activity so that higher levels of recent pre-synaptic activity tend to the decrease the efficiency of transmission. Synaptic depression can be simulated by a simple depletion model. This model assumes that a portion of the available resources needed for transmitting a signal are consumed with each neural spike (Tsodyks and Markram, 1997). Cell differentiation is the empirical phenomena that the neural representation becomes increasingly distinct, and that the overall activity decreases, as a stimulus material is familiarized (Miller and Desimone, 1994; Desimone, 1996). This phenomenon has been studied using single cells recordings in the temporal and frontal lobes of monkeys performing the delayed match to sample task. In this paradigm the monkey is first presented to a matching stimulus, followed by a sequence of sample stimuli. The monkey is rewarded for pressing a lever when the sample stimulus matches the matched stimulus. For example, Rainer and Miller (2000) used either novel or familiarized pictures and found that approximately 56% of the cells showed increased activity compared to baseline for novel stimulus whereas the corresponding percentage for familiarized stimulus were 24%. Cells with decreased activity following familiarization are here called suppressed cells; whereas cells with maintained or increased activity are called static cells. Keywords: ERP, model, cell, depression, differentiation, LTP/LTD, negative subsequent memory. Introduction Subsequently remembered stimuli evoke more positive going ERPs during study than stimuli that are not remembered (Sanquist, Rohrbaugh, Syndulko and Lindley, 1980; Johnson, 1995; Rugg, 1995). This effect is called the difference due to memory (DM) effect or the subsequent memory effect (SME, Paller, Kutas and Mayes, 1987). SME has been found with different stimulus material and with different test procedures (e.g., Sanquist et al., 1980; Besson and Kutas, 1993; Fabiani and Donchin, 1995). Topographically, two classes of SME have been found, one with centroparietal and one with frontal maxima. Frontal subsequent memory effect are associated with elaborative encoding strategies, particular right frontal effects may be related to associative processes (Karis, Fabiani and Donchin, 1984; Fabiani, Karis and Donchin, 1990), whereas centroparietal subsequent memory effects are associated with rote encoding (Fabiani et al., 1995). This paper proposes a neurophysiologically based model to account for the subsequent memory effect. This model is based on the empirical finding of synaptic depression and cell differentiation and it is therefore called the differential depression (DD) model. It also predicts that for certain experimental conditions a more negative ERP may also be associated with successful subsequent memory. The primacy effect The primacy effect is the empirical phenomena that the first few items in a list are better recalled than items in the middle of the list (Murdock, 1960). The primacy effect is often accounted for by rehearsal in short-term" @default.
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- W1736114791 title "Negative Subsequent Memory Effect in ERP: Modeling and Data." @default.
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