Cambridge Neuroscience
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Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging
(Elsevier, 2018)Clustering is an important technique for data analysis and knowledge discovery. In the context of big data, it becomes a challenging issue due to the huge amount of data recently collected making conventional clustering ... -
Soft Morphological Processing of Tactile Stimuli for Autonomous Category Formation
(IEEE, 2018)Sensor morphology is a fundamental aspect of tactile sensing technology. Design choices induce stimuli to be morphologically processed, changing the sensory perception of the touched objects and affecting inference at a ... -
Balancing family with a successful career in neuroscience.
(Wiley-Blackwell, 2016-07)After years of hard work as a student and postdoc, stressful negotiations and restless nights of agony regarding your academic future, you managed to secure a Principal Investigator (PI) position and establish your own ... -
Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
(IEEE, 2018)Numerous deep learning applications benefit from multi-task learning with multiple regression and classification objectives. In this paper we make the observation that the performance of such systems is strongly dependent ...
