IEEE floating-point extension for managing error using residual registers

This thesis discusses modifications to IEEE 754 floating-point units to help researchers and scientists monitor and control errors in scientific applications as well as provide faster method for extending precision compared to modern purely software solutions. To accomplish this, support is added to the RISC-V simulation environment through gem5 architecture simulator to give the ability to identify possible elements lost during rounding and experiment with extended precision. The use of the SoftFloat arithmetic validation suite us utilized and added to gem5 for better floating-point simulations. Simulation results are presented indication good performance and the ability to monitor arbitrary precision. Results are also given on implementation in System on Chip designs using the Global Foundries cmos32soi technology along with ARM standard-cells. The results indicate an approximate 5% increase in area with less than 3% increase in energy over traditional IEEE 754 floating-point multipliers

Filopodome Mapping Identifies p130Cas as a Mechanosensitive Regulator of Filopodia Stability

in filopodia tips, predicts critical roles for PIs in regulating filopodia ultra-structure and function. Our mapping further reveals that filopodia adhesions consist of a unique set of proteins, the filopodome, that are distinct from classical nascent adhesions, focal adhesions, and fibrillar adhesions. Using live imaging, we observe that filopodia adhesions can give rise to nascent adhesions, which, in turn, form focal adhesions. We demonstrate that p130Cas (BCAR1) is recruited to filopodia tips via its C-terminal Cas family homology domain (CCHD) and acts as a mechanosensitive regulator of filopodia stability. Finally, we demonstrate that our map based on myosin-X-induced filopodia can be translated to endogenous filopodia and fascin- and IRSp53-mediated filopodia

Transient and stochastic dynamics in cellular processes

This Thesis studies different cellular and cell population processes driven by non-linear and stochastic dynamics. The problems addressed here gravitate around the concepts of transient dynamics and relaxation from a perturbed to a steady state. In this regard, in all processes studied, stochastic fluctuations, either intrinsically present in or externally applied to these systems play an important and constructive role, by either driving the systems out of equilibrium, interfering with the underlying deterministic laws, or establishing suitable levels of heterogeneity. The first part of the Thesis is committed the analysis of genetically regulated transient cellular processes. Here, we analyse, from a theoretical standpoint, three genetic circuits with pulsed excitable dynamics. We show that all circuits can work in two different excitable regimes, in contrast to what was previously speculated. We also study how, in the presence of molecular noise, these excitable circuits can generate periodic polymodal pulses due to the combination of two noise induced phenomena: stabilisation of an unstable spiral point and coherence resonance. We also studied an excitable genetic mechanism for the regulation of the transcriptional fluctuations observed in some pluripotency factors in Embryonic Stem cells. In the embryo, pluripotency is a transient cellular state and the exit of cells from it seems to be associated with transcriptional fluctuations. In regard to pluripotency control, we also propose a novel mechanism based on the post-translational regulation of a small set of four pluripotency factors. We have validated the theoretical model, based on the formation of binary complexes among these factors, with quantitative experimental data at the single-cell level. The model suggests that the pluripotency state does not depend on the cellular levels of a single factor, but rather on the equilibrium of correlations between the different proteins. In addition, the model is able to anticipate the phenotype of several mutant cell types and suggests that the regulatory function of the protein interactions is to buffer the transcriptional activity of Oc4, a key pluripotency factor. In the second part of the Thesis we studied the behaviour of a computational cell signalling network of the human fibroblast in the presence of external fluctuations and signals. The results obtained here indicate that the network responds in a nontrivial manner to background chatter, both intrinsically and in the presence of external periodic signals. We show that these responses are consequence of the rerouting of the signal to different network information-transmission paths that emerge as noise is modulated. Finally, we also study the cell population dynamics during the formation of microbial biofilms, wrinkled pellicles of bacteria glued by an extracellular matrix that are one of the simplest cases of self-organised multicellular structures. In this Thesis we develop a spatiotemporal model of cellular growth and death that accounts for the experimentally observed patterns of massive bacterial death that precede wrinkle formation in biofilms. These localised patterns focus mechanical forces during biofilm expansion and trigger the formation of the characteristic ridges. In this sense, the proposed model suggests that the death patterns emerge from the mobility changes in bacteria due to the production of extracellular matrix and the spatially inhomogeneous cellular growth. An important prediction of the model is that matrix productions is crucial for the appearance of the patterns and, therefore for winkle formation. We have also experimentally validated validated this prediction with matrix deficient bacterial strains, which show neither death patterns nor wrinkles.En aquesta Tesi s’estudien diferents processos intracel·lulars i de poblacions cel·lulars regits per dinàmica estocàstica i no lineal. El problemes biològics tractats graviten al voltant el concepte de dinàmica transitòria i de relaxació d’un estat dinàmic pertorbat a l’estat estacionari. En aquest sentit, en tots els processos estudiats, les fluctuacions estocàstiques, presents intrínsecament o aplicades de forma externa, hi tenen un paper constructiu, ja sigui empenyent els sistemes fora de l’equilibri, interferint amb les lleis deterministes subjacents, o establint els nivells d’heterogeneïtat necessaris. La primera part de la Tesi es dedica a l’estudi de processos cel·lulars transitoris regulats genèticament. En ella analitzem des d’un punt de vista teòric tres circuits genètics de control de polsos excitables i, contràriament al que s’havia especulat anteriorment, establim que tots ells poden treballar en dos tipus de règim excitable. Analitzem també com, en presència de soroll molecular, aquests circuits excitables poden generar polsos periòdics i multimodals degut a la combinació de dos fenòmens induïts per soroll: l’estabilització estocàstica d’estats inestables i la ressonància de coherència. D’altra banda, estudiem com un mecanisme genètic excitable pot ser el responsable de regular a nivell transcripcional les fluctuacions que s’observen experimentalment en alguns factors de pluripotència en cèl·lules mare embrionàries. En l’embrió, la pluripotència és un estat cel·lular transitori i la sortida de les cèl·lules d’aquest sembla que està associada a fluctuacions transcripcionals. En relació al control de la pluripotència, presentem també un nou mecanisme basat en la regulació post-traduccional d’un petit conjunt de 4 factors de pluripotència. El model teòric proposat, basat en la formació de complexos entre els diferents factors de pluripotència, l’hem validat mitjançant experiments quantitatius en cèl·lules individuals. El model postula que l’estat de pluripotència no depèn dels nivells cel·lulars d’un únic factor, sinó d’un equilibri de correlacions entre diverses proteïnes. A més, prediu el fenotip de cèl·lules mutants i suggereix que la funció reguladora de les interaccions entre les quatre proteïnes és la d’esmorteir l’activitat transcripcional d’Oct4, un dels principals factors de pluripotència. En el segon apartat de la Tesi estudiem el comportament d’una xarxa computacional de senyalització cel·lular de fibroblast humà en presència de senyals externs fluctuants i cíclics. Els resultats obtinguts mostren que la xarxa respon de forma no trivial a les fluctuacions ambientals, fins i tot en presència d’una senyal externa. Diferents nivells de soroll permeten modular la resposta de la xarxa, mitjançant la selecció de rutes alternatives de transmissió de la informació. Finalment, estudiem la dinàmica de poblacions cel·lulars durant la formació de biofilms, pel·lícules arrugades d’aglomerats de bacteris que conformen un dels exemples més simples d’estructures multicel·lulars autoorganitzades. En aquesta Tesi presentem un model espai-temporal de creixement i mort cel·lular motivat per l’evidència experimental sobre l’aparició de patrons de mort massiva de bacteris previs a la formació de les arrugues dels biofilms. Aquests patrons localitzats concentren les forces mecàniques durant l’expansió del biofilm i inicien la formació de les arrugues característiques. En aquest sentit, el model proposat explica com es formen els patrons de mort a partir dels canvis de mobilitat dels bacteris deguts a la producció de matriu extracel·lular combinats amb un creixement espacialment heterogeni. Una important predicció del model és que la producció de matriu és un procés clau per a l’aparició dels patrons i, per tant de les arrugues. En aquest aspecte, els nostres resultats experimentals en bacteris mutants que no produeixen components essencials de la matriu, confirmen les prediccions

Gazing into a discrete world:Mixture models of cognition & behaviour

This thesis titled Gazing into a Discrete World presents perspectives on modeling human behavior, focusing on alternative sources of data such as eye-tracking and response times, with a special focus dedicated to substantive questions about qualitative patterns in individual differences and development. Further, it advocates for a closer alignment between design and analysis of experiments, and their theoretical underpinnings. The thesis is structured into three distinct parts. The first part delves into identifying and analyzing discrete behavioral patterns, particularly through eye movement data, emphasising model-based approaches for understanding visual attention. The second part addresses challenges in empirical research, with a focus on developmental psychology, offering remedies for imperfections and methodological advancements. The third part focuses on making correct inferences under uncertainty, highlighting the significance of Bayesian methods and developing openly available software tools for applied researchers.The thesis contributes with advancements in integration of eye-tracking into cognitive-behavioral modeling, improvements in developmental psychology research, and provides openly available Bayesian tools

Gazing into a discrete world:Mixture models of cognition & behaviour

This thesis titled Gazing into a Discrete World presents perspectives on modeling human behavior, focusing on alternative sources of data such as eye-tracking and response times, with a special focus dedicated to substantive questions about qualitative patterns in individual differences and development. Further, it advocates for a closer alignment between design and analysis of experiments, and their theoretical underpinnings. The thesis is structured into three distinct parts. The first part delves into identifying and analyzing discrete behavioral patterns, particularly through eye movement data, emphasising model-based approaches for understanding visual attention. The second part addresses challenges in empirical research, with a focus on developmental psychology, offering remedies for imperfections and methodological advancements. The third part focuses on making correct inferences under uncertainty, highlighting the significance of Bayesian methods and developing openly available software tools for applied researchers.The thesis contributes with advancements in integration of eye-tracking into cognitive-behavioral modeling, improvements in developmental psychology research, and provides openly available Bayesian tools

Play Among Books

How does coding change the way we think about architecture? Miro Roman and his AI Alice_ch3n81 develop a playful scenario in which they propose coding as the new literacy of information. They convey knowledge in the form of a project model that links the fields of architecture and information through two interwoven narrative strands in an “infinite flow” of real books

Hack the Experience: Tools for Artists from Cognitive Science

Hack The Experience will reframe your perspective on how your audience engages your work. This will happen as you learn how to control attention through spatial and time-based techniques that you can harness as you build immersive installations or as you think about how to best arrange your work in an exhibition. You’ll learn things about the senses and how they interface with attention so that you can build in visceral forms of interactivity, engage people’s empathetic responses, and frame their moods. This book is a dense bouillon-cube of techniques that you can adapt and apply to your personal practice, and it’s a book that will walk you step-by-step through skill sets from ethnography, cognitive science, and multi-modal metaphors. The core argument of this book is that art is a form of cognitive engineering and that the physical environment (or objects in the physical environment) can be shaped to maximize emotional and sensory experience. Many types of art will benefit from this handbook (because cognition is pervasive in our experience of art), but it is particularly relevant to immersive experiential works such as installations, participatory/interactive environments, performance art, curatorial practice, architecture and landscape architecture, complex durational works, and works requiring new models of documentation. These types of work benefit from the empirical findings of cognitive science because intentionally leveraging basic human cognition in artworks can give participants new ways of seeing the world that are cognitively relevant. This leveraging process provides a new layer in the construction of conceptually grounded works

Insect pests in tropical forestry

The layout of this second edition follows that of the first, though the content has been substantially rewritten to reflect 10 years of research and development, as well as the emergence of new pest species. Chapter 1 presents an overview, from a somewhat entomological perspective, of tropical forestry in its many guises. Chapters 2, 3 and 4 then discuss the 'pure' biology and ecology of tropical insects and their co-evolved relationships with the trees and forests in which they live. Chapter 5 is necessarily the largest chapter in the book, looking in detail at a selection of major pest species from all over the tropical world. Chapters 6, 7, 8 and 9 then discuss the theory and practice of insect pest management, starting at the fundamental planning stage, before any seeds hit the soil. Nursery management and stand management were considered in Chapters 7 and 8. Chapter 9 covers the topics of forest health surveillance, quarantine and forest invasive species, topics which again have significance at all stages of forestry but for convenience are presented after nursery and forest management. This, in fact, we attempt to do in the final chapter, Chapter 10, which combines most of the previous nine chapters in examples illustrating the concept of integrated pest management. ©CABI Publishing CABI Publishin