Tabla de Contenidos: “…-- Advantages over traditional shallow methods -- Impact of deep learning -- The motivation of deep architecture -- The neural viewpoint -- The representation viewpoint -- Distributed feature representation -- Hierarchical feature representation -- Applications -- Lucrative applications -- Success stories -- Deep learning for business -- Future potential and challenges -- Summary -- Chapter 2: Getting Yourself Ready for Deep Learning -- Basics of linear algebra -- Data representation -- Data operations -- Matrix properties -- Deep learning with GPU -- Deep learning hardware guide -- CPU cores -- RAM size -- Hard drive -- Cooling systems -- Deep learning software frameworks -- TensorFlow - a deep learning library -- Caffe -- MXNet -- Torch -- Theano -- Microsoft Cognitive Toolkit -- Keras -- Framework comparison -- Setting up deep learning on AWS -- Setup from scratch -- Setup using Docker -- Summary -- Chapter 3: Getting Started with Neural Networks -- Multilayer perceptrons -- The input layer -- The output layer -- Hidden layers -- Activation functions -- Sigmoid or logistic function -- Tanh or hyperbolic tangent function -- ReLU -- Leaky ReLU and maxout -- Softmax -- Choosing the right activation function -- How a network learns -- Weight initialization -- Forward propagation -- Backpropagation -- Calculating errors -- Backpropagation -- Updating the network -- Automatic differentiation -- Vanishing and exploding gradients -- Optimization algorithms -- Regularization -- Deep learning models -- Convolutional Neural Networks -- Convolution -- Pooling/subsampling -- Fully connected layer -- Overall…”

Tabla de Contenidos: “…Sci. 2022, 23, 9776, doi:10.3390/ijms23179776 205 -- Waqas Rahim, Murtaza Khan, Tiba Nazar Ibrahim Al Azzawi, Anjali Pande, Nusrat Jahan -- Methela and Sajid Ali et al. -- Exogenously Applied Sodium Nitroprusside Mitigates Lead Toxicity in Rice by Regulating -- Antioxidants and Metal Stress-Related Transcripts -- Reprinted from: Int. …”

Tabla de Contenidos: “…-- The Presidency of the Council of Ministers (Presidencia del Consejo de Ministros, PCM) or Cabinet Office -- The Ministry of Economy and Finance (Ministerio de Economía y Finanzas, MEF) -- Water resources management -- The National Water Authority (Autoridad Nacional del Agua, ANA) -- The Ministry of the Environment (Ministerio del Ambiente, MINAM) -- The Ministry of Agricultural Development and Irrigation (Ministerio de Desarrollo Agrario y Riego, MIDAGRI) -- Drinking water and sanitation -- The Ministry of Housing, Construction and Sanitation (Ministerio de Vivienda, Construcción y Saneamiento, MVCS) -- The Technical Agency for the Administration of Sanitation Services (Organismo Técnico de la Administración de los Servicios de Saneamiento, OTASS) -- The National Superintendence of Sanitation Services (Superintendencia Nacional de Servicios de Saneamiento, SUNASS) -- The Ministry of Health (Ministerio de Salud, MINSA) -- The Ministry of Development and Social Inclusion (Ministerio de Desarrollo e Inclusión Social, MIDIS) -- Who does what at the subnational level? -- River Basin Councils (CRHCs) -- Regional and local governments…”

Tabla de Contenidos: “…Quantum treatment -- 5.4.1. Vibrational modes - frequency shifts -- 5.4.2. Vibration-inversion mode -- 5.4.3. …”

Tabla de Contenidos: “…/ Sonia Andolz -- Legalitat I Legitimitat En El Procés / Xavier Arbós -- Parar D’estrènyer Per Desfer El Nus / Marc Arza -- L’exercici Del Dret A Decidir: La Solució Del Conflicte Territorial Entre Catalunya I Espanya / Mercè Barceló -- Reflexions Sobre L’origen I La Definició Del Conflicte Català / Astrid Barrio -- Un Nou Consens Catalanista: Reflexions Sobre El Conflicte Polític Entre Catalunya I Espanya / Antoni Castells -- Enfortir La Democràcia És Inajornable / Jordi Cuixart -- Vies De Sortida Del Bloqueig Catalunya-Espanya / Xavier Domènech -- Un Farol I Una Venjança Que Ja Duren Massa: Una Polarització Impulsada Per L’elit / Carol Galais -- Un Retrobament Pluralista / Juan Milián Querol -- La Naturalesa Del Problema / Félix Ovejero -- El Dret A Decidir I A Fer Un Referèndum / Joan Ridao -- Catalunya Endins: Una Comunitat Estructuralment Esquerdada / Marina Subirats -- Reconstruir País: Distensionar, Fer Política I Superar El Marc Autonòmic / Gemma Ubasart -- Catalunya-Espanya 2021: Alternatives Fracassades, Noves Perspectives I Una Llarga Marxa Pendent / Josep Maria Vallès -- El Dret A L’autodeterminació Com A Punt D’inici I Sortida Del Conflicte / Tània Verge Mestre -- El Model De Finançament: Què Ha Passat, On Som I On Podríem Ser…”

Tabla de Contenidos: “…Additional statistics and analysis -- References -- Notes -- 3 Policies and programmes for rural innovation -- Introduction -- Institutional setting and co-ordination mechanisms -- Core implementing agencies for regional and rural innovation -- Vertical and horizontal co-ordination -- Subnational and local initiatives -- City Region Deals -- Regional growth deals -- Scottish framework programmes for promoting entrepreneurship and innovation in rural areas -- National Performance Framework (NPF) -- The Scottish Government's Programme for Government (PFG) -- The National Strategy for Economic Transformation (NSET) -- The National Islands Plan -- The National Population Strategy -- The (new) innovation strategy -- EU and UK policy and financing frameworks within Brexit -- European Structural and Investment Funds (ESIF) and UK investment programmes -- EU Horizon 2020 and UK Research and Innovation -- Policy intervention to foster innovation in rural areas -- Population and access to skills in rural communities…”

Tabla de Contenidos: “…Examinar de nuevo las estrategias previas a la solicitud podría ayudara que PEMEX optimice la creación de valor -- Para apoyar decisiones estratégicas de contratación PEMEX podría implantar un conjunto exhaustivo de requerimientos de contratación pública reflejados en un plan integral en esta materia -- Iniciativas focalizadas de instrumentación elevarían al máximo el impacto del plan de contratación pública -- Garantizar que se cubran los requerimientos tecnológicos y operativos de PEMEX o desarrollar capacidades de mercado -- Propuestas de acción -- Nota -- Bibliografía -- Capítulo 12. …”

Tabla de Contenidos: “…Adopt a housing and habitat policy geared towards sustainable and inclusive urbanisation -- Modernise land use planning to manage urban development -- Shift the focus from urban mobility to urban accessibility -- Leverage digitalisation for more productive, innovative and inclusive cities -- Harness urban policy to advance equity and social justice -- Strengthening the urban governance framework -- Reinforcing inter-municipal co-ordination mechanisms -- Facilitating metropolitan governance -- Strengthening co-ordination across levels of government -- Leveraging fiscal instruments to reinforce urban finance and investment -- Building the capacity and capability of subnational governments -- 1 Colombia's urbanisation trends and challenges -- Introduction -- Colombia's urbanisation trends -- A highly urbanised and polycentric country -- A young but ageing urban population -- Densification and urban expansion -- Informal settlements -- Economic performance of Colombian cities -- Colombian cities are the main engines of economic growth and hubs of employment -- The informal economy is widespread in Colombian cities -- Productivity in Colombian cities is low and agglomeration economies limited -- Living in Colombian cities -- The quantitative and qualitative housing deficit in cities drive low housing affordability -- While social indicators have improved in urban areas, urban inequality remains an issue -- Colombian cities remain unsafe despite recent improvements -- Congestion, fatalities and pollution are the main mobility challenges in Colombian cities -- While air pollution remains high, Colombian cities fare relatively well in other environmental indicators -- References -- Notes -- Annex 1.A. …”

Tabla de Contenidos: “…Politics as Class Struggle -- Politics as Human Emancipation -- 1.2 Marx and Engels' Political Criticism -- Raising Doubts About the "Eternity" of the Bourgeoisie -- "The Courage of the True Artist" -- "Sings...of the Proud, Threatening, and Revolutionary Proletarian" -- "The Tendency Should Spring from the Situation and Action as Such" -- 2 Literature and Politics in the Chinese Form -- 2.1 Mao Zedong's View on Art and Politics -- Mao on Politics -- Mao on the Unity of Literature and Politics -- "Literature and Art for Politics" -- 2.2 Literature and Politics in the New Period -- Correction and Adherence to Politics -- The Proposal of "Literature and Art for the People and Socialism" -- 3 The Evolution of the Relationship Between Literature and Politics -- 3.1 Literature and "Re-politicization" -- Historical Overview of the Relationship Between Literature and Politics -- Politicization (Over-Politicization), Depoliticization to Repoliticization -- 3.2 The Contemporary Transformation of the Forms of Politics -- From Class Politics to People's Politics -- From Macro-politics to Micro-politics -- From Explicit Politics to Implicit Politics -- 3.3 The Tension Between Aesthetics and Politics -- Aesthetics as Politics -- Aesthetic Antinomy -- 4 A Perspective on the Political Dimension -- 4.1 The Research Objects of the Political Dimension -- Ideological Nature of Literature -- Scope of the Political Dimension -- 4.2 The Political Analysis of Literary Texts -- Politics in Narrative -- Desire and Politics -- References -- 5 The Praxis Dimension of Literary Criticism -- 1 Marx on Praxis -- 1.1 Marx's Concept of Praxis and Western Traditions -- Aristotle's View of Practice -- Kant on Practical Reason -- Sublation of Hegel and Feuerbach in Marx's Concept of Practice -- 1.2 The Connotations of Marx's View on Praxis -- Practice as an "Objective Activity"…”

Tabla de Contenidos: “…mmap() and do_mmap(): Creating an Address Interval -- munmap() and do_munmap(): Removing an Address Interval -- Page Tables -- Conclusion -- 16 The Page Cache and Page Writeback -- Approaches to Caching -- Write Caching -- Cache Eviction -- The Linux Page Cache -- The address_space Object -- address_space Operations -- Radix Tree -- The Old Page Hash Table -- The Buffer Cache -- The Flusher Threads -- Laptop Mode -- History: bdflush, kupdated, and pdflush -- Avoiding Congestion with Multiple Threads -- Conclusion -- 17 Devices and Modules -- Device Types -- Modules -- Hello, World! …”

Tabla de Contenidos: “…Institutional framework for water governance -- 1.2. Subnational institutions -- Box 2.2. São Paulo's GreenBlue Programme -- Figure 2.1. …”

“…The fourth article is an extension of the previously proposed energy balance approach to a bilinear elastic-plastic single-degree-of-freedom system under a long-duration sinusoidal ground motion. A historical difficulty in nonlinear vibration posed by Caughey (1960) and Iwan (1961) has been overcome in a smart manner after half a century. …”

“…The resulting vibrations may not be acceptable from the perspective of vibration comfort or can even impair the structure's safety. …”

Tabla de Contenidos: “…19.4.5 Emulsions -- 19.4.6 Giant Fluctuations of Dissolving Interfaces -- 19.5 Measurements of Diffusion Properties -- 19.6 Vibrational and Transient Effects -- 19.6.1 Transient and Sloshing Motions -- 19.6.2 Vibrational Effects -- 19.7 Biofluids: Microfluidics of Biological Materials -- References -- Chapter_20 Combustion -- 20.1 Introduction -- 20.2 Why Combustion Is Affected by Gravity? …”

Tabla de Contenidos: “…Las primeras civilizaciones se desarrollaron en cercanías a los ríos Nilo, Éufrates e Indo -- Figura 1.2. Región del Cercano Oriente -- Figura 1.3. …”

Tabla de Contenidos: “…Llabata Ortiz -- El vi de sucre com a causa econòmica mediata en la crisis vitivinícola al Llenguadoc i al Roselló en 1907 / J. Ventura Subirats -- Aproximació al conreu de la vinya al Camp de Tarragona a través dels llibres de protocols : sgles XVII, XVIII i XIX / Jordi Andreu i Sugranyes -- Fuentes antiguas, medievales, humanísticas y modernas sobre la viticultura del Campo de Tarragona / Josep Closa i Farrés -- La vite, il vino e la civilta' latina / Giuliana Gay, Italo Eynard -- La cultura material del vi a les paremies catalanes / Esther Forgas Berdet -- El conreu de la vinya a la Hispania romana a través de les fonts escrites / Olga Giralt i Esteve -- La viticultura en la antigüedad fenicio-púnica / E. …”

Tabla de Contenidos: “…Contribución a su estudio documental / Ma de los Dolores Mateu Ibars -- La renúncia del bisbe de Vic, Guillem de Tavertet (1233), segons la correspondència de Bages i els registres vaticans / Anscari Mundó -- Pergaminos de la Catedral de Barcelona en el Archivo Histórico Nacional de Madrid / Francisca Solsona Climent -- La "indiferència" de Pere III en el Gran Cisma d'Occident / Rafael Tasis i Marca -- Nous documents sobre les relacions de Sant Cugat i Sant Llorenç del Munt / Marc Taxonera -- Catarisme i valdesia als països catalans / Jordi Ventura i Subirats -- La institución del "baiulus regis" en Cataluña en la época de Alfonso el Casto / Antonio M.a Aragó Cabañas -- La proyectada reforma del gobierno municipal de Barcelona (año 1386) / Carmen Batlle Gallart -- La formación del pensamiento jurídico en los países de la Corona de Aragón / Juan Beneyto Pérez -- Una nueva fuente para el conocimiento de la Unión valenciana. …”

Tabla de Contenidos: “…Llabata Ortiz -- El vi de sucre com a causa econòmica mediata en la crisis vitivinícola al Llenguadoc i al Roselló en 1907 / J. Ventura Subirats -- Aproximació al conreu de la vinya al Camp de Tarragona a través dels llibres de protocols : sgles XVII, XVIII i XIX / Jordi Andreu i Sugranyes -- Fuentes antiguas, medievales, humanísticas y modernas sobre la viticultura del Campo de Tarragona / Josep Closa i Farrés -- La vite, il vino e la civilta' latina / Giuliana Gay, Italo Eynard -- La cultura material del vi a les paremies catalanes / Esther Forgas Berdet -- El conreu de la vinya a la Hispania romana a través de les fonts escrites / Olga Giralt i Esteve -- La viticultura en la antigüedad fenicio-púnica / E. …”