← Back

Computational Analysis

Topic spotlight
TopicWorld Wide

computational analysis

Discover seminars, jobs, and research tagged with computational analysis across World Wide.
6 curated items3 ePosters2 Seminars1 Position
Updated 2 days ago
6 items · computational analysis
6 results
Position

Silvio P. Sabatini

Department of Informatics, Bioengineering, Robotics, and System Engineering (DIBRIS), University of Genoa
Department of Informatics, Bioengineering, Robotics, and System Engineering (DIBRIS), University of Genoa, Italy
Dec 5, 2025

The project aims to implement neuromorphic multi-layer networks of leaky integrate-and-fire (LIF) neurons in cascade to a motorized event-based camera (DAVIS, DVS, https://inivation.com/technology/), to obtain artificial replicas of the early stages of an active vision system. Testing the models will involve the assessment of multiple and varying parameters captured under real-life and adaptive conditions. At functional level, the system will (1) consider the neural resources required to account for a range of linear/nonlinear early visual processes, and (2) provide the inference engines for relating the resulting visual representations to performance on psychophysical tasks. The visual performance of the resulting silicon model will be comparatively assessed with that of a typical human observer. The objective is twofold: on the one hand, we contribute a deeper understanding of visual processes, especially about predicting how early computation may reverberate through the sensory pathways eventually contributing to functional vision. On the other hand, we contribute to the definition of a new generation of perceptual machines to be used in robotics and in general in newly developed Artificial Intelligence systems.

SeminarPhysics of Life

Dynamics of microbiota communities during physical perturbation

Carolina Tropini
UBC – Vancouver BC – Canada
Jul 28, 2020

The consortium of microbes living in and on our bodies is intimately connected with human biology and deeply influenced by physical forces. Despite incredible gains in describing this community, and emerging knowledge of the mechanisms linking it to human health, understanding the basic physical properties and responses of this ecosystem has been comparatively neglected. Most diseases have significant physical effects on the gut; diarrhea alters osmolality, fever and cancer increase temperature, and bowel diseases affect pH. Furthermore, the gut itself is comprised of localized niches that differ significantly in their physical environment, and are inhabited by different commensal microbes. Understanding the impact of common physical factors is necessary for engineering robust microbiota members and communities; however, our knowledge of how they affect the gut ecosystem is poor. We are investigating how changes in osmolality affect the host and the microbial community and lead to mechanical shifts in the cellular environment. Osmotic perturbation is extremely prevalent in humans, caused by the use of laxatives, lactose intolerance, or celiac disease. In our studies we monitored osmotic shock to the microbiota using a comprehensive and novel approach, which combined in vivo experiments to imaging, physical measurements, computational analysis and highly controlled microfluidic experiments. By bridging several disciplines, we developed a mechanistic understanding of the processes involved in osmotic diarrhea, linking single-cell biophysical changes to large-scale community dynamics. Our results indicate that physical perturbations can profoundly and permanently change the competitive and ecological landscape of the gut, and affect the cell wall of bacteria differentially, depending on their mechanical characteristics.

SeminarNeuroscienceRecording

Mechanisms of pathogenesis in the tauopathies

Karen Duff
UK Dementia Research Institute at UCL
Jul 22, 2020

The distribution of pathological tau in the brain of patients with AD is highly predicable, and as disease worsens, it spreads transynaptically from initial regions of vulnerability. The reason why only some neurons are vulnerable to the accumulation and propagation of pathological forms of tau, and the mechanisms by which tauopathy spreads through the brain are not well understood. Using a combination of immunohistochemistry and computational analysis we have examined pathway differences between vulnerable and resistant neurons. How tau spreads across a synapse has been examined in vitro using different model systems. Our data show that dysregulation of tau homeostasis determines the cellular and regional vulnerability of specific neurons to tau pathology (H. Fu et al. 2019. Nat. Neuro. 22 (1):47-56) and that deficits in tau homeostasis can exacerbate tau accumulation and propagation. Aging appears to impact similar neuronal populations. Mechanisms and consequences of abnormal tau accumulation within neurons, its transfer between cells, pathology propagation and therapeutic opportunities will be discussed.

ePoster

Computational analysis of optogenetic inhibition of a pyramidal CA1 neuron

Laila Weyn, Thomas Tarnaud, Xavier De Becker, Wout Joseph, Robrecht Raedt, Emmeric Tanghe

Bernstein Conference 2024

ePoster

Computational analysis of Alzheimer’s disease-associated missense SNPs to understand underlying molecular mechanisms and identify diagnostic biomarkers

Aziza Abugaliyeva, Saad Rasool

FENS Forum 2024

ePoster

A computational analysis of second-order conditioning in mice using DeepLabCut

Marc Canela Grimau, Julia Pinho, Jose Antonio González Parra, Arnau Busquets Garcia

FENS Forum 2024