Valutazione degli stati mentali attraverso l'utilizzo di interfacce cervello-computer passive

The monitoring of cognitive functions aims at gaining information about the current cognitive state of the user by decoding brain signals. In recent years, this approach allowed to acquire valuable information about the cognitive aspects regarding the interaction of humans with external world. From this consideration, researchers started to consider passive application of brain–computer interface (BCI) in order to provide a novel input modality for technical systems solely based on brain activity. The objective of this thesis is to demonstrate how the passive Brain Computer Interfaces (BCIs) applications can be used to assess the mental states of the users, in order to improve the human machine interaction. Two main studies has been proposed. The first one allows to investigate whatever the Event Related Potentials (ERPs) morphological variations can be used to predict the users’ mental states (e.g. attentional resources, mental workload) during different reactive BCI tasks (e.g. P300-based BCIs), and if these information can predict the subjects’ performance in performing the tasks. In the second study, a passive BCI system able to online estimate the mental workload of the user by relying on the combination of the EEG and the ECG biosignals has been proposed. The latter study has been performed by simulating an operative scenario, in which the occurrence of errors or lack of performance could have significant consequences. The results showed that the proposed system is able to estimate online the mental workload of the subjects discriminating three different difficulty level of the tasks ensuring a high reliability.La valutazione delle funzioni cognitive ha l’obbiettivo di ottenere informazioni sullo stato mentale attuale dell'utente, attraverso la decodifica dei segnali cerebrali. Negli ultimi anni, questo approccio ha consentito di indagare informazioni preziose sugli aspetti cognitivi riguardanti l'interazione tra l’uomo ed il mondo esterno. In base a queste considerazioni, recentemente si è considerata in letteratura la possibilità di utilizzare le interfacce cervello computer passive (BCI passivi) per interagire con dispositivi esterni, sfruttando l’attività spontanea dell’utente. L'obiettivo di questa tesi è quello di dimostrare come le interfacce cervello computer passive possano essere utilizzate per valutare lo stato mentale dell’utente, al fine di migliorare l'interazione uomo-macchina. Sono stati presentati due studi principali. Il primo ha l’obbiettivo di investigare le variazioni morfologiche dei potenziali evento correlati (ERP), al fine di associarle agli stati mentali dell’utente (es. attenzione, carico di lavoro mentale) durante l’utilizzo di BCI reattive, e come predittori delle performance raggiunte dai soggetti. Nel secondo studio è stato sviluppato e validato un sistema BCI passivo in grado di stimare il carico di lavoro mentale dell'utente durante task operative, attraverso la combinazione del segnale elettroencefalografico (EEG) ed elettrocardiografico (ECG). Quest'ultimo studio è stato effettuato simulando uno scenario operativo, in cui il verificarsi di errori da parte dell’operatore o il calo di prestazioni poteva avere conseguenze importanti. I risultati hanno mostrato che il sistema proposto è in grado di discriminare il carico di lavoro mentale percepito dall’utente su tre livelli di difficoltà, garantendo un’elevata affidabilità

One-pot oximation–Beckmann rearrangement of ketones and aldehydes to amides of industrial interest: Acetanilide, caprolactam and acetaminophen

High yielding one-pot oximation–Beckmann rearrangement of ketones to amides in ktrifluoroacetic acid has been conducted on several ketones and aldehydes. The substrate reactivity showed to depend on both oximation and Beckmann rearrangement reaction rate. In this synthetic procedure, trifluoroacetic acid acts as solvent, acid catalyst and organocatalyst and can be easily recycled

Trace elements release from volcanic ashes to seawater. Natural concentrations in Central Mediterranean sea.

Distributions and concentrations of many minor and trace elements in epicontinental basins, as Mediterranean Sea, are mainly driven to atmospheric fallout from surroundings. This mechanism supplies an estimated yearly flux of about 1000 kg km-2 of terrigenous matter of different nature on the whole Mediterranean basin. Dissolution of these materials and processes occurring at solid-liquid interface along the water column drive the distributions of many trace elements as V, Cr, Mn, Co, Cu, and Pb with contents ranging from pmol l-1 (Co, Cd, Pb) to nmol l-1 scale in Mediterranean seawater, with some local differences in the basin. The unwinding of an oceanographic cruise in the coastal waters of Ionian Sea during the Etna’s eruptive activity in summer 2001 led to the almost unique chance to test the effects of large delivery of volcanic ash to a coastal sea water system through the analyses of distribution of selected trace elements along several seawater columns. The collection of these waters and their analyses about V, Cr, Mn, Co, Cu, and Pb contents evidenced trace element concentrations were always higher (about 1 order of magnitude at least) than those measured concentrations in the recent past in Mediterranean seawater, apart from Pb. Progressive increase of concentrations of some elements with depth, sometimes changing in a “conservative” behaviour without any clear reason and the observed higher concentrations required an investigation about interaction processes occurring at solid-liquid interface between volcanic ash and seawater along water columns. This investigation involving kinetic evaluation of trace element leaching to seawater, was carried out during a 6 months time period under laboratory conditions. X-ray investigations, SEM-EDS observations and analyses on freshly-erupted volcanic ash evidenced formation of alteration clay minerals onto glass fraction surfaces. Chemical analyses carried out on coexisting liquid phase demonstrated that trace element leaching occurs through a first quick followed by a slow second step that attaints to an apparent equilibrium after 6 months. Amplitude of kinetic rate constant measured for SiO2 release during the first step and behaviour of Ti/Si and Cr/Si rations in primary volcanic minerals, glass fraction and leaching solutions during the first 1 month stage of the experimental interaction allowed to demonstrate that trace element release mainly occurs from glassy materials and Ti-rich magnetite