TY - THES A1 - Ciba, Manuel T1 - Synchrony Measurement and Connectivity Estimation of Parallel Spike Trains from in vitro Neuronal Networks T1 - Messung der Synchronität und Abschätzung der Konnektivität von in-vitro Spike-Trains N2 - The goal of this doctoral thesis is to identify appropriate methods for the estimation of connectivity and for measuring synchrony between spike trains from in vitro neuronal networks. Special focus is set on the parameter optimization, the suitability for massively parallel spike trains, and the consideration of the characteristics of real recordings. Two new methods were developed in the course of the optimization which outperformed other methods from the literature. The first method “Total spiking probability edges” (TSPE) estimates the effective connectivity of two spike trains, based on the cross-correlation and a subsequent analysis of the cross-correlogram. In addition to the estimation of the synaptic weight, a distinction between excitatory and inhibitory connections is possible. Compared to other methods, simulated neuronal networks could be estimated with higher accuracy, while being suitable for the analysis of massively parallel spike trains. The second method “Spike-contrast” measures the synchrony of parallel spike trains with the advantage of automatically optimizing its time scale to the data. In contrast to other methods, which also adapt to the characteristics of the data, Spike-contrast is more robust to erroneous spike trains and significantly faster for large amounts of parallel spike trains. Moreover, a synchrony curve as a function of the time scale is generated by Spike-contrast. This optimization curve is a novel feature for the analysis of parallel spike trains. N2 - Ziel dieser Dissertation ist die Identifizierung geeigneter Methoden zur Schätzung der Konnektivität und zur Messung der Synchronität von in-vitro Spike-Trains. Besonderes Augenmerk wird dabei auf die Parameteroptimierung, die Eignung für große Mengen paralleler Spike-Trains und die Berücksichtigung der Charakteristik von realen Aufnahmen gelegt. Im Zuge der Optimierung wurden zwei neue Methoden entwickelt, die anderen Methoden aus der Literatur überlegen waren. Die erste Methode “Total spiking probability edges” (TSPE) schätzt die effektive Konnektivität zwischen zwei Spike-Trains basierend auf der Berechnung einer Kreuzkorrelation und einer anschließenden Analyse des Kreuzkorrelograms. Neben der Schätzung der synaptischen Ge- wichtung ist eine Unterscheidung zwischen exzitatorischen und inhibitorischen Verbindungen möglich. Im Vergleich zu anderen Methoden, konnten simulierte neuronale Netzwerke mit einer höheren Genauigkeit geschätzt werden. Zudem ist TSPE aufgrund der hohen Rechengeschwindigkeit für große Datenmengen geeignet. Die zweite Methode “Spike-contrast” misst die Synchronität paralleler Spike-Trains mit dem Vorteil, dass die Zeitskala automatisch an die Daten angepasst wird. Im Gegensatz zu anderen Methoden, welche sich ebenfalls an die Daten anpassen, ist Spike-contrast robuster gegenüber fehlerhaften Spike-Trains und schneller für große Datenmengen. Darüber hinaus berechnet Spike-Contrast eine Synchronitätskurve als Funktion der Zeitskala. Diese Kurve ist ein neuartiges Feature zur Analyse paralleler Spike-Trains. KW - Synchronitätsmessung KW - Konnektivitätsschätzung KW - microelectrode array KW - bicuculline KW - similarity KW - distance KW - correlation Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-223646 ER - TY - JOUR A1 - Moll, Karin A1 - Roces, Flavio A1 - Federle, Walter T1 - How Load-Carrying Ants Avoid Falling Over: Mechanical Stability during Foraging in Atta vollenweideri Grass-Cutting Ants JF - PLoS ONE N2 - Background: Foraging workers of grass-cutting ants (Atta vollenweideri) regularly carry grass fragments larger than their Fragment length has been shown to influence the ants' running speed and thereby the colony's food intake rate. We investigated whether and how grass-cutting ants maintain stability when carrying fragments of two different lengths but identical mass. Principal Findings: Ants carried all fragments in an upright, backwards-tilted position, but held long fragments more vertically than short ones. All carrying ants used an alternating tripod gait, where mechanical stability was increased by overlapping stance phases of consecutive steps. The overlap was greatest for ants carrying long fragments, resulting in more legs contacting the ground simultaneously. For all ants, the projection of the total centre of mass (ant and fragment) was often outside the supporting tripod, i.e. the three feet that would be in stance for a non-overlapping tripod gait. Stability was only achieved through additional legs in ground contact. Tripod stability (quantified as the minimum distance of the centre of mass to the edge of the supporting tripod) was significantly smaller for ants with long fragments. Here, tripod stability was lowest at the beginning of each step, when the center of mass was near the posterior margin of the supporting tripod. By contrast, tripod stability was lowest at the end of each step for ants carrying short fragments. Consistently, ants with long fragments mainly fell backwards, whereas ants carrying short fragments mainly fell forwards or to the side. Assuming that transporting ants adjust neither the fragment angle nor the gait, they would be less stable and more likely to fall over. Conclusions: In grass-cutting ants, the need to maintain static stability when carrying long grass fragments has led to multiple kinematic adjustments at the expense of a reduced material transport rate. KW - selection KW - tissue transport KW - stepping patterns KW - size determination KW - leaf-cutter ants KW - locomotion KW - distance KW - formicidae KW - strategies KW - cephalotes Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-131211 VL - 8 IS - 1 ER -