Biomedical subjects

Simon Dennis

Publications and source records attributed to Simon Dennis.

4 recordsLinked to original sources

PubMed2006

Probabilistic inference in human semantic memory.

The idea of viewing human cognition as a rational solution to computational problems posed by the environment has influenced several recent theories of human memory. The first rational models of memory demonstrated that human memory seems to be remarkably well adapted to environmental statistics but made only minimal assumptions about the form of the environmental information represented in memory. Recently, several probabilistic methods for representing the latent semantic structure of language have been developed, drawing on research in computer science, statistics and computational linguistics. These methods provide a means of extending rational models of memory retrieval to linguistic stimuli, and a way to explore the influence of the statistics of language on human memory.

Association Learning↗

PubMed2004

An unsupervised method for the extraction of propositional information from text.

Recent developments in question-answering systems have demonstrated that approaches based on propositional analysis of source text, in conjunction with formal inference systems, can produce substantive improvements in performance over surface-form approaches. [Voorhees, E. M. (2002) in Eleventh Text Retrieval Conference, eds. Voorhees, E. M. & Buckland, L. P., http://trec.nist.gov/pubs/trec11/t11_proceedings.html]. However, such systems are hampered by the need to create broad-coverage knowledge bases by hand, making them difficult to adapt to new domains and potentially fragile if critical information is omitted. To demonstrate how this problem might be addressed, the Syntagmatic Paradigmatic model, a memory-based account of sentence processing, is used to autonomously extract propositional knowledge from unannotated text. The Syntagmatic Paradigmatic model assumes that people store a large number of sentence instances. When trying to interpret a new sentence, similar sentences are retrieved from memory and aligned with the new sentence by using String Edit Theory. The set of alignments can be considered an extensional interpretation of the sentence. Extracting propositional information in this way not only permits the model to answer questions for which the relevant facts are explicitly stated in the text but also allows the model to take advantage of "inference by coincidence," where implicit inference occurs as an emergent property of the mechanism. To illustrate the potential of this approach, the model is tested for its ability to determine the winners of tennis matches as reported on the Association of Tennis Professionals web site.

Databases, Bibliographic↗

PubMed2003

What you get out of memory depends on the question you ask.

Following study, participants received 2 tests. The 1st was a recognition test; the 2nd was designed to tap recollection. The objective was to examine performance on Test 1 conditional on Test 2 performance. In Experiment 1, contrary to process dissociation assumptions, exclusion errors better predicted subsequent recollection than did inclusion errors. In Experiments 2 and 3, with alternate questions posed on Test 2, words having high estimates of recollection with one question had high estimates of familiarity with the other question. Results supported the following: (a) the 2-test procedure has considerable potential for elucidating the relationship between recollection and familiarity; (b) there is substantial evidence for dependency between such processes when estimates are obtained using the process dissociation and remember-know procedures; and (c) order of information access appears to depend on the question posed to the memory system.

Attention↗

PubMed2002

ERP 'old/new' effects: memory strength and decisional factor(s).

Event-related potentials (ERPs) were recorded while subjects made old/new recognition judgments on new unstudied words and old words which had been presented at study either once ('weak') or three times ('strong'). The probability of an 'old' response was significantly higher for strong than weak words and significantly higher for weak than new words. Comparisons were made initially between ERPs to new, weak and strong words, and subsequently between ERPs associated with six strength-by-response conditions. The N400 component was found to be modulated by memory trace strength in a graded manner. Its amplitude was most negative in new word ERPs and most positive in strong word ERPs. This 'N400 strength effect' was largest at the left parietal electrode (in ear-referenced ERPs). The amplitude of the late positive complex (LPC) effect was sensitive to decision accuracy (and perhaps confidence). Its amplitude was larger in ERPs evoked by words attracting correct versus incorrect recognition decisions. The LPC effect had a left>right, centro-parietal scalp topography (in ear-referenced ERPs). Hence, whereas, the majority of previous ERP studies of episodic recognition have interpreted results from the perspective of dual-process models, we provide alternative interpretations of N400 and LPC old/new effects in terms of memory strength and decisional factor(s).

Adult↗