Work

Ageing, plasticity, and cognitive reserve in connectionist networks

Year: 2008
Type: conference-paper
Abstract: Neurocomputational modeling has suggested that a range of mechanisms can lead to reductions in functional plasticity across development (Thomas & Johnson, 2006). In this paper, we consider whether ageing might also produce a reduction in plasticity. Marchman’s (1993) model of damage and recovery in past tense formation was extended to incorporate the two main proposals for implementing effects of ageing: altered neuromodulation and connection loss. Simulations showed that ageing did reduce plasticity (as assessed by the system’s ability to recover from damage) but that effects were modulated by (a) the mechanism used to implement ageing, (b) problem type, and (c) pre-existing levels of cognitive reserve.
Language: English
Open Access status: green
OpenAlex ID: W1576849877
FWCI:
Cites: 18
Cited by: 2
Related to: 10