User profiles for "author:Rivera-Alba M"

Marta Rivera-Alba

UC3M, Clartity.ai
Verified email at est-econ.uc3m.es
Cited by 1362

JAABA: interactive machine learning for automatic annotation of animal behavior

M Kabra, AA Robie, M Rivera-Alba, S Branson… - Nature …, 2013 - nature.com
We present a machine learning–based system for automatically computing interpretable,
quantitative measures of animal behavior. Through our interactive system, users encode …

[PDF][PDF] Wiring economy and volume exclusion determine neuronal placement in the Drosophila brain

M Rivera-Alba, SN Vitaladevuni, Y Mishchenko, Z Lu… - Current Biology, 2011 - cell.com
Wiring economy has successfully explained the individual placement of neurons in simple
nervous systems like that of Caenorhabditis elegans [1–3] and the locations of coarser …

A multilevel multimodal circuit enhances action selection in Drosophila

T Ohyama, CM Schneider-Mizell, RD Fetter, JV Aleman… - Nature, 2015 - nature.com
Natural events present multiple types of sensory cues, each detected by a specialized
sensory modality. Combining information from several modalities is essential for the …

[PDF][PDF] Wiring economy can account for cell body placement across species and brain areas

M Rivera-Alba, H Peng, GG de Polavieja… - Current Biology, 2014 - cell.com
The placement of neuronal cell bodies relative to the neuropile differs among species and
brain areas. Cell bodies can be either embedded as in mammalian cortex or segregated as …

Structure of deviations from optimality in biological systems

A Pérez-Escudero, M Rivera-Alba… - Proceedings of the …, 2009 - National Acad Sciences
Optimization theory has been used to analyze evolutionary adaptation. This theory has
explained many features of biological systems, from the genetic code to animal behavior …

[PDF][PDF] Manifold Learning to Identify Consumer Profiles in Real Consumption Data.

D Perez, M Rivera-Alba, A Sanchez-Carralero - DATA, 2019 - scitepress.org
Precise and comprehensive analysis of individual consumption is key to marketers and
policy makers. Traditionally, people's consumption profiles have been approximated by …

Evolution of foraging behavior in Drosophilid larvae

M Rivera-Alba, M Kabra, K Branson… - APS March Meeting …, 2015 - ui.adsabs.harvard.edu
Drosophilids, like other insects, go through a larval phase before metamorphosing into
adults. Larvae increase their body weight by several orders of magnitude in a few days. We …

[PDF][PDF] JAABA: An interactive machine learning system for biologists

K Branson, M Kabra, AA Robie, M Rivera-Alba… - people.cs.umass.edu
“Big data” problems are everywhere in neuroscience, the result of new technologies that
generate huge, complex data sets, in particular large image and video data [1]. Because of …

[CITATION][C] Wiring economy in the first step of visual processing in Drosophila melanogaster

M Rivera Alba - 2011 - repositorio.uam.es
Wiring economy in the first step of visual processing in Drosophila melanogaster UAM |
UAM_Biblioteca | Unified search engine | Scientific Production Portal | UAM Research Data …

[CITATION][C] 860 Meinertzhagen, IA, Chklovskii, DB, and de Polavieja, GG (2011). Wiring economy and 861 volume exclusion determine neuronal placement in the …

M Rivera-Alba, SN Vitaladevuni, Y Mishchenko, Z Lu… - Curr Biol, 2005