Multi-scale keypoints in V1 and face detection

End-stopped cells in cortical area V1, which combine out- puts of complex cells tuned to different orientations, serve to detect line and edge crossings (junctions) and points with a large curvature. In this paper we study the importance of the multi-scale keypoint representa- tion, i.e. retinotopic keypoint maps which are tuned to different spatial frequencies (scale or Level-of-Detail). We show that this representation provides important information for Focus-of-Attention (FoA) and object detection. In particular, we show that hierarchically-structured saliency maps for FoA can be obtained, and that combinations over scales in conjunction with spatial symmetries can lead to face detection through grouping operators that deal with keypoints at the eyes, nose and mouth, especially when non-classical receptive field inhibition is employed. Al- though a face detector can be based on feedforward and feedback loops within area V1, such an operator must be embedded into dorsal and ventral data streams to and from higher areas for obtaining translation-, rotation- and scale-invariant face (object) detection.

Object categorisations using templates constructed from multi-scale line and edge representations

Object categorisation is linked to detection, segregation and recognition. In the visual system, these processes are achieved in the ventral \what"and dorsal \where"pathways [3], with bottom-up feature extractions in areas V1, V2, V4 and IT (what) in parallel with top-down attention from PP via MT to V2 and V1 (where). The latter is steered by object templates in memory, i.e. in prefrontal cortex with a what component in PF46v and a where component in PF46d.

Face segregation and recognition by cortical multi-scale line and edge coding

Models of visual perception are based on image representations in cortical area V1 and higher areas which contain many cell layers for feature extraction. Basic simple, complex and end-stopped cells provide input for line, edge and keypoint detection. In this paper we present an improved method for multi-scale line/edge detection based on simple and complex cells. We illustrate the line/edge representation for object reconstruction, and we present models for multi-scale face (object) segregation and recognition that can be embedded into feedforward dorsal and ventral data streams (the “what” and “where” subsystems) with feedback streams from higher areas for obtaining translation, rotation and scale invariance.

Co-localization of GnRH ligands and their receptors in the European sea bass, Dicentrarchus labrax

The migration of the hypophysiotropic GnRH (GnRH-I) neurons during early development is a crucial step in establishing a normally functioning reproductive system in all vertebrates. These neurons derive from progenitor cells in the olfactory placode and subsequently migrate to their final position in the ventral forebrain, where they mediate hypophysiotropic control over Lh. We use zebrafish as a model to investigate the path and the factors that mediate the migration of the GnRH-I neurons during early development. A transgenic line of zebrafish, in which GnRH- I neurons specifically express a reporter gene (GFP) has been developed in our lab. This was achieved by integrating a GnRH-I promoter/GFP reporter transgene into the zebrafish genome. The resulting transgenic line allows us to track the route of the GnRH-I neuronal migration in real time and in vivo. We have used this line to conduct time lapse imaging to ascertain the exact migrational path and the final position in the ventral forebrain of the GnRH-I neurons.

Perfil neuropsicológico em doentes com epilepsia do lobo temporal

A epilepsia do lobo temporal (ELT) é o tipo de epilepsia refractária mais comum nos adultos. O compromisso da memória verbal nos doentes com ELT à esquerda é relativamente consensual. No entanto, no que concerne a outras funções como é o caso da atenção, funções executivas, rendimento intelectual e linguagem, o consenso não é tão generalizado. Nesta investigação fomos estudar o perfil neuropsicológico dos défices cognitivos apresentados por doentes com epilepsia do lobo temporal e clarificar o impacto da cronicidade da doença na cognição. Para esta investigação analisámos retrospectivamente um grupo de 76 doentes com epilepsia refractária, 48 doentes com epilepsia do lobo temporal (23 com foco à direita e 25 com foco à esquerda) e 28 doentes com epilepsia extratemporal. Aplicámos uma bateria de provas utilizada no âmbito do programa da Cirurgia da Epilepsia do Hospital de Egas Moniz, em Lisboa. Os resultados mostram que a bateria aplicada apresenta consistência interna no âmbito da avaliação dos doentes com ELT. Encontrámos que os doentes com ELT à direita e à esquerda apresentam um padrão generalizado de défices, sobreponíveis aos apresentados pelos doentes com epilepsia extratemporal, o que pode ser indicador de compromisso noutras áreas cerebrais para além do hipocampo. Um achado que consideramos pertinente foi o facto da memória verbal com interferência (memória a longo termo) não mostrar alterações nos doentes com ELT tanto à direita como à esquerda, sugerindo que esta função não está comprometida na ELT. Os nossos resultados mostram ainda que os doentes com ELT lateralizada à esquerda apresentam maior compromisso cognitivo do que os doentes com lateralização à direita. Por último, para além do padrão generalizado de défices cognitivos, também conseguimos observar o impacto da doença ao nível das variáveis sócio-demográficas.

Differential regulation of hippocampal neurogenesis by nitric oxide following seizures

The fact that the adult brain is able to produce new neurons or glial cells from neural stem cells (NSC) became one of the most interesting and challenging fields of research in neuroscience. Endogenous adult neurogenesis occurs in two main regions of the brain: the subventricular zone (SVZ) of the lateral ventricles and the subgranular zone (SGZ) in the dentate gyrus. Brain injury may be accompanied by increased neurogenesis, although neuroinflammation promotes the activation of microglial cells that can be detrimental to the neurogenic process. Nitric oxide (NO) is one of the factors released by microglia that can be proneurogenic. The mechanism by which NO promotes the proliferation of NSCs has been intensively studied. However, little is known about the role of NO in migration, survival and differentiation of the newborn cells. The aim of this work was to investigate the role of NO from inflammatory origin in proliferation, migration, differentiation and survival of NSCs from the dentate gyrus in a mouse model of status epilepticus. We also assessed neuroinflammation in the same injury model. Our work showed that NO increased proliferation of the early-born cells after seizures, but is detrimental for their survival. NO also increased migration of neuroblasts. Moreover, NO was important to maintain long-term neuroinflammation. Taken together, these results show that NO may be a good target to promote proliferation and migration of NSCs following seizures, but compromises survival of early-born cells.

Interaction between glucocorticoid and adenosine A2A receptors in the hippocampus : implications for learning and memory

Tese de doutoramento, Ciências Biomédicas (Neurociências), Universidade de Lisboa, Faculdade de Medicina, 2014

Brain-derived neurotrophic factor and adenosine signalling on amyloid-β peptide induced toxicity : impact on hippocampal function

Tese de doutoramento, Ciências Biomédicas (Neurociências), Universidade de Lisboa, Faculdade de Medicina, 2014

Exploring the modulatory role of A2A receptors in oligodendrogenesis derived from neural stem/progenitor cells of the subventricular zone

Tese de mestrado, Neurociências, Faculdade de Medicina, Universidade de Lisboa, 2015

Study the function of the newly discovered TrkB receptor fragment (TrkB-ICD) formed by calpain cleavage

Tese de mestrado, Neurociências, Faculdade de Medicina, Universidade de Lisboa, 2016

Characterization of adenosinergic system in Rett syndrome

Tese de mestrado, Neurociências, Faculdade de Medicina, Universidade de Lisboa, 2015

Deciphering the mechanisms underlying the loss of BDNF neuroprotection in an Alzheimer’s disease model

Tese de mestrado, Neurociências, Faculdade de Medicina, Universidade de Lisboa, 2016

Sex-specific disruption of murine midbrain astrocytic and dopaminergic developmental trajectories following antenatal GC treatment

The mammalian midbrain dopaminergic systems arising in the substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) are critical for coping behaviours and are implicated in neuropsychiatric disorders where early life challenges comprise significant risk factors. Here, we aimed to advance our hypothesis that glucocorticoids (GCs), recognised key players in neurobiological programming, target development within these systems, with a novel focus on the astrocytic population. Mice received antenatal GC treatment (AGT) by including the synthetic GC, dexamethasone, in the mothers' drinking water on gestational days 16-19; controls received normal drinking water. Analyses of regional shapes and volumes of the adult SNc and VTA demonstrated that AGT induced long-term, dose-dependent, structural changes that were accompanied by profound effects on astrocytes (doubling/tripling of numbers and/or density). Additionally, AGT induced long-term changes in the population size and distribution of SNc/VTA dopaminergic neurons, confirming and extending our previous observations made in rats. Furthermore, glial/neuronal structural remodelling was sexually dimorphic and depended on the AGT dose and sub-region of the SNc/VTA. Investigations within the neonatal brain revealed that these long-term organisational effects of AGT depend, at least in part, on targeting perinatal processes that determine astrocyte density and programmed cell death in dopaminergic neurons. Collectively, our characterisation of enduring, AGT-induced, sex-specific cytoarchitectural disturbances suggests novel mechanistic links for the strong association between early environmental challenge (inappropriate exposure to excess GCs) and vulnerability to developing aberrant behaviours in later life, with translational implications for dopamine-associated disorders (such as schizophrenia, ADHD, autism, depression), which typically show a sex bias

Network mechanisms of intentional learning

The ability to learn new tasks rapidly is a prominent characteristic of human behaviour. This ability relies on flex- ible cognitive systems that adapt in order to encode temporary programs for processing non-automated tasks. Previous functional imaging studies have revealed distinct roles for the lateral frontal cortices (LFCs) and the ven- tral striatum in intentional learning processes. However, the human LFCs are complex; they house multiple dis- tinct sub-regions, each of which co-activates with a different functional network. It remains unclear how these LFC networks differ in their functions and how they coordinate with each other, and the ventral striatum, to support intentional learning. Here, we apply a suite of fMRI connectivity methods to determine how LFC networks activate and interact at different stages of two novel tasks, in which arbitrary stimulus-response rules are learnt either from explicit instruction or by trial-and-error. We report that the networks activate en masse and in synchrony when novel rules are being learnt from instruction. However, these networks are not homogeneous in their functions; instead, the directed connectivities between them vary asymmetrically across the learning timecourse and they disengage from the task sequentially along a rostro-caudal axis. Furthermore, when negative feedback indicates the need to switch to alternative stimulus–response rules, there is additional input to the LFC networks from the ventral striatum. These results support the hypotheses that LFC networks interact as a hierarchical system during intentional learning and that signals from the ventral striatum have a driving influence on this system when the internal program for processing the task is updated.

A Memória e o Impacto do Trauma: Numa Perspectiva Desenvolvimental

Pretende-se realizar uma revisão sobre as estruturas neuroanatómicas e os processos de neurotransmissão e de modulação neuronal envolvidos na memória. A memória é vista como um processo activo, baseado na reunião de variados aspectos dos padrões de activação neuronal, num processo dependente da experiência. Descreve-se a importância das regiões límbicas e sua inter-relação no processamento da memória, desde a codificação até à consolidação que implica uma reestruturação neuronal. Procede-se à caracterização dos tipos de memória (implícita e explícita) e suas características,a relação com as diferentes fases do desenvolvimento, tocando alguns aspectos mais descritivos de diferentes componentes da memória. Numa perspectiva contextual são também focadas as áreas da amnésia infantil, a lembrança, o esquecimento e o trauma. O esquecimento é parte essencial da memória explícita. Vários estudos apontam para um efeito de curva em U invertida, em relação com o impacto emocional. Eventos com intensidade moderada a elevada parecem ser etiquetados como importantes (envolvimento de estruturas do sistema límbico como a amígdala e o córtex orbito-frontal) e são mais facilmente recordadas no futuro. Se os eventos são muitos intensos o processamento no hipocampo da codificação memoria explícita e subsequentemente a recordação são inibidos,há também um bloqueio da consolidação cortical da experiência, porém mantém-se a memória implícita, que pode levar a vivência de imagens intrusivas não elaboradas. No que concerne ao trauma, levanta-se a questão da precisão da memória e do seu impacto, tanto ao nível das implicações neurofisiológicas como das consequências psicopatológicas. As alterações ao nível das neurotransmissões induzidas pelo stress vão condicionar alterações na mielinização, sinaptogénese e neurogénese, que podem levar a alterações a longo prazo em várias regiões do cérebro entre as quais a amígdala. Nestas condições, o processo explícito e a aprendizagem podem ser cronicamente impedidas, para além do risco importante para o desenvolvimento de psicopatologia, nomeadamente: Perturbação da Personalidade, Perturbações de Humor (depressão); Perturbações de Ansiedade; Perturbações Dissociativas e maior risco de Psicose.