Biomedical subjects

Colin R Tosh

Publications and source records attributed to Colin R Tosh.

5 recordsLinked to original sources

PubMed2006

Artificial neural network properties associated with wiring patterns in the visual projections of vertebrates and arthropods.

We model the functioning of different wiring schemes in visual projections using artificial neural networks and so speculate on selective factors underlying taxonomic variation in neural architecture. We model the high connective overlap of vertebrates (where networks have a dense mesh of connections) and the less overlapping, more modular architecture of arthropods. We also consider natural variation in these basic wiring schemes. Generally, arthropod networks are as efficient or more efficient in functioning compared to vertebrate networks. They do not show the confusion effect (decreasing targeting accuracy with increasing input group size), and they train as well or better. Arthropod networks are, however, generally poorer at reconstructing novel inputs. The ability of vertebrate networks to effectively process novel stimuli could promote behavioral sophistication and drive the evolution of vertebrate wiring schemes. Vertebrate networks with less connective overlap have, surprisingly, similar or superior properties compared to those with high connective overlap. Thus, the partial connective overlap seen in real vertebrate visual projections may be an optimal, evolved solution. Arthropod networks with and without whole-cell neural connections within neural layers have similar properties. This indicates that neural connections mediated by offshoots of single cells (dendrites) may be fundamental to generating the confusion effect.

Animals↗

PubMed2006

Host plant selection by aphids: behavioral, evolutionary, and applied perspectives.

As phloem feeders and major vectors of plant viruses, aphids are important pests of agricultural and horticultural crops worldwide. The processes of aphid settling and reproduction on plants therefore have a direct economic impact, and a better understanding of these events may lead to improved management strategies. Aphids are also important model organisms in the analysis of population differentiation and speciation in animals, and new ideas on plant utilization influence our understanding of the mechanisms generating biological diversity. Recent research suggests that the dominant cues controlling plant preference and initiation of reproduction are detected early during the stylet penetration process, well before the nutrient supply (phloem) is contacted. Aphids regularly puncture cells along the stylet pathway and ingest cytosolic samples, and the cues stimulating settling and parturition likely are metabolites present in peripheral (nonvascular) plant cells. We discuss these findings and their implications for aphid evolution and management.

Animals↗

PubMed2005

The confusion effect in predatory neural networks.

A simple artificial neural network model of image reconstruction in sensory maps is presented to explain the difficulty predators experience in targeting prey in large groups (the confusion effect). Networks are trained to reconstruct multiple randomly conformed "retinal" images of prey groups in an internal spatial map of their immediate environment. They are then used to simulate prey targeting by predators on groups of specific conformation. Networks trained with the biologically plausible associative reward-penalty method produce a more realistic model of the confusion effect than those trained with the popular but biologically implausible backpropagation method. The associative reward-penalty model makes the novel prediction that the accuracy-group size relationship is U shaped, and this prediction is confirmed by empirical data gathered from interactive computer simulation experiments with humans as "predators." The model further predicts all factors known from previous empirical work (and most factors suspected) to alleviate the confusion effect: increased relative intensity of the target object, heterogeneity of group composition, and isolation of the target. Interestingly, group compaction per se is not predicted to worsen predator confusion. This study indicates that the relatively simple, nonattentional mechanism of information degradation in the sensory mapping process is potentially important in generating the confusion effect.

Animals↗

PubMed2003

Reproductive response of generalist and specialist aphid morphs with the same genotype to plant secondary compounds and amino acids.

Many studies have paid particular attention to the role of either secondary plant compounds or amino acids as determinants of host-plant range in phytophagous insects. Here we examine the relative importance of both of these classes of compound in host acceptance by generalist and specialist morphs of the black bean aphid, Aphis fabae, that are morphologically similar and genetically identical. Eleven secondary plant compounds and six amino acids with known biological activity in aphids are presented to insects within an artificial membrane system as single compounds, mixtures of same-class compounds and combined mixtures of the two classes of compound. It is found that 1) when specific single secondary compounds and amino acids are presented to generalist and specialist morphs of A. fabae, differential responses are exclusively consistent with plant-use strategy for amino acids but not for secondary compounds, 2) neither secondary compound nor amino acid mixtures give reproductive responses entirely consistent with plant range, but the response to secondary compounds is broadly consistent with plant range whereas the response to amino acids is not, 3) when secondary compounds and amino acid mixtures are combined, the response to secondary compounds generally dominates that to amino acids. Some scenarios of plant-range determination by secondary plant compounds and amino acids, suggested by results, are discussed.

Amino Acids↗

PubMed2003

Decision making by generalist and specialist aphids with the same genotype.

One idea to explain the high incidence of specialisation in phytophagous insects is that their nervous systems are simple and unable to efficiently recognise multiple host plants. Here this 'neural limitations' hypothesis is tested using a generalist (the summer winged virginopara) and specialist (the autumn gynopara) morph of a single clone of the black bean aphid, Aphis fabae, that are almost identical morphologically and have the same genotype. Electrical monitoring of stylet behaviour and non-invasive behavioural observations are used to compare initial plant recognition, first reproduction, 'first registered phloem contact' and 'phloem acceptance' of the generalist and specialist on their specific host plants (generalist--herbaceous hosts, Beta vulgaris, Papaver dubium, Rumex obtusifolius, Vicia faba; specialist--woody host, Euonymus europaeus) and on the same host (E. europaeus). Additional analyses of behaviour over the first few minutes of plant contact are carried out for three mutual non-host plants: Euonymus alatus, Prunus padus and Brassica pekinensis. Few examples are found where the host-selection behaviour of the specialist on its host plant is more efficient than the generalist across its hosts and there is little difference in the behaviour of the different forms on the same host. Indeed there are several instances where the generalist is behaviourally more efficient than the specialist. These include absolute time to first reproduction by the generalist on various herbaceous hosts and the same host, E. europaeus, absolute time to first registered phloem contact by the generalist on P. dubium, and incidence of phloem acceptance by the generalist on several of its herbaceous hosts. Rejection of non-hosts is carried out more efficiently by the specialist gynopara on P. padus and B. pekinensis but not on E. alatus. For generalist and specialist morphs of the same A. fabae genotype, therefore, broad host range does not appear to be associated with a reduced ability to make plant-use decisions.

Animals↗