The Inevitable Pursuit of Beauty - 1173 Words

The Inevitable Pursuit of Beauty. Beauty can be defined as â€Å"a combination of qualities, such as shape, color, or form that pleases the senses, especially the sight† (Oxford Dictionaries, 2013). Beauty has a lot to do with how the world works, it is interpreted in many different ways across the nation. It is part of much larger issues such as the constant problem of discrimination, and divides the world in some ways because our instinct is to judge right on the spot. What would be praised by society and considered beautiful in one country could as easily be considered unattractive and strange in another. These different perceptions make up the cultures of the world and are all based on their own values and history. Beauty is portrayed as a physical thing.One person’s beauty may differ from another, but that does not mean one is superior whilst the other is inferior. Beauty lies within the truth, good ethics, and from this comes a good life. If one lives life in an ethical manner so that they apprec iate others and live to do good towards others, then they are a good person and thus, are beautiful. Beauty truly does lie in the eye of the beholder, not in the eye of the media. Syliva Blood would argue in her book Body Work, that measuring and treating women’s â€Å"eating disorders† and problems related to the cause of body disapproval is located in the minds of women. This is based on the following assumptions: that there is a â€Å"natural mind-body split† with the body being anShow MoreRelated The American Way to Boost Self-Esteem Essay1281 Words   |  6 Pagesbattles over self-image. With images of Janet Jacksons breasts, Britney Spears tummy, and J. Los booty filling television screens and invading magazine stands across the country, its no surprise that Americans are filled with false impressions of beauty and self-worth. Plastic surgery has turned into a mainstream trend, just as flare jeans and VW Beetles once were. We all have insecurities about our bodies. Whether its our stomachs, our thighs, or our noses, there will alwaysRead MorePoetry Analysis: Ode On a Grecian Urn Essay1145 Words   |  5 Pagesof quietness†, thou â€Å"foster-child of silence and slow time†. (Lines1-2) The speaker is implying that the lasting beauty of lays truth. Indeed, art stands the test of time figures frozen in time never aging. Nevertheless, for us mortals love is indeed fleeting and aging inevitable. Next, the speaker gazes at the depiction of a group of lustful men in pursuit of women. What mad pursuit? What struggle to escape? What pipes and timbrels? What wild ecstasy? (Lines 9-10). For me, the ten lines of thisRead MoreOscar Wilde s The Picture Of Dorian Gray1295 Words   |  6 Pages It is apparent that vanity, sin, and beauty are the key elements found in The Picture of Dorian Gray by Oscar Wilde. But, where do these elements originate from? What is the reason behind manâ €™s internal need to pursue sin or his ideal sense of beauty that, on occasion, leads to his vanity? In The Picture of Dorian Gray, Oscar Wilde explores naturalism through the use of symbolism and the tools of characterization, such as speech, action, interiority, the narrator, and the actions of other charactersRead MoreArchival Project : Antebellum Literary Journal1127 Words   |  5 Pagesin the following short story, a Bohemian legend personifying beauty as a goddess reflected in various cultures. Venus, Aphrodite, and Minna are one, a beautiful ethereal woman who’s descent leaves her rejected by a society valuing ambition. This short story indicates a respect for classical mythology working in conjunction with a pursuit for relative personal triumph. Beauty is maintained, but accepted as second to ambition and the pursuit of greatness. Readers during this time period could read thisRead MoreEssay about Beauty Pageants1090 Words   |  5 Pagesideals. Beauty pageant s represent one of these efforts in their endeavor to define femininity and grace as well as ever-changing gender roles in society. While some believe beauty pageants to be harmless social events that provide educational and national advancement, spawn awareness for charitable causes, and encourage confidence, others suggest that such competitions confuse societal morals, exploit women, and instill insecurity in young girls worldwide. Since their conception, beauty pageantsRead MoreBeing A Treasure For Every Single Human852 Words   |  4 Pagespatient achieve a satisfactory life. This area of research emphasis is called positive psychology. Positive psychology brings attention to the factors of happiness. It highlights the ways in which growth, hope, and resilience motivate a person to face inevitable challenges (Sinnott 6). In order to clarify their questions, positive psychologists classify the factors of happiness in multiple categories. Martin Seligman is a leading authority in the fields of positive psychology. He divides the theory intoRead MoreA Treatise Of Human Nature1562 Words   |  7 PagesDorian Gray, for example, is a character consumed by the conflict between the aesthetic values that were intrinsic to the Fin de Sià ¨cle, and morality. Indeed, aestheticism offers no distinction between moral and immoral acts, tending explicitly to the pursuit of pleasure. This is demonstrated in Dorian’s superficial relationship with Sibyl Vane. Dorian’s description of his infatuation with Sibyl, ‘I loved you because you were marvellous, because you had genius and intellect, because you realised th e dreamsRead MoreThe Gatsby s Dream Of Receiving The Love And Affection From Daisy, By F. Scott Fitzgerald1059 Words   |  5 PagesDaisy, through the use of allusions and symbolism throughout his novel. However, Fitzgerald’s explanation of Gatsby dream seems to contradict the novel as a whole because there are many moments where Gatsby is willing to throw away anything for the pursuit of an unrealistic dream. During the passage, Fitzgerald uses many different elements to evoke deeper meaning and interpretation for the passage. Fitzgerald uses the elements of allusion and symbolism to help the reader analyze and interpret the passageRead MoreHuman Condition Essay1057 Words   |  5 Pageshumanity maintains the ability to bring about their own happiness, which as a whole, demonstrates to the audience that life can only ever be worth living when we have found our own contentment and joy, as encountered only through our imaginative pursuits. As the poem concludes, the importance of maintaining happiness is reiterated as the persona wishes his lover to rejoice, asking for joy to become the â€Å"eddying of her living soul,† which again expresses the concept of inner contentment, which atRead MoreEssay In the Kitchen815 Words   |  4 Pagesstraightened, they would earn acceptance as true Americans. The notion however, is an illusion, a bubble that breaks so soon as the hair †[be comes] kinky again the second it even approached some water†. Henry in this part of his article praises the beauty of wavy hair and the marvel of the process, but then allows readers to understand the ephemerality of the transformation. The kitchen, used to be the place where mom straightens her hair and others’, has another definition: â€Å"the very kinky bit of

The Death Of The Nuremberg Trials ( 1945-46 ) Essay

The Poison has Spread The Nuremberg trials (1945-46) were named â€Å"the greatest trial in history†; they focused on the crimes against humanity that the Nazi’s committed towards others in defense of being superior. They tortured people, treated them like animals, and ultimately dehumanized them. It became a fight, a trial of humanity as the world witnessed the atrocities committed by the Nazis. However, despite the occurrence of this trial and its proof of brutality towards humans, the world ignored the realities of colonization. Thus, Aimà © Cà ©saire in Discourse on Colonialism (1950) stages a trial, similar to the Nuremberg trials, to emphasize his claim that colonialism is also a crime against humanity which must be recognized. He uses his authority to speak on the behalf of those who have been oppressed, who have been dehumanized in the process of colonization, to question and define what the relationship and situation of civilization and colonization. The situation is that Cà ©saire sets the foundation of a trial to prove that colonization is a crime. Cà ©saire’s stages a trail of humanity. â€Å"Europe is indefensible†¦And today the indictment is brought against it†¦on a world scale, by the tens and tens of millions of men who, from the depths of slavery, set themselves up as judges.† (32). Cà ©saire sets the trial with his opening statement, â€Å"Europe is indefensible†. The italicized text places emphasis on what Europe really is and emphasis on the Cà ©saire’s tone. He is describingShow MoreRelatedPolitical Causes Of The Nuremberg Trials1375 Words   |  6 Pages The Nuremberg trials, occurring from November 1945 to October 1946, were crucial in appointing responsibility for the war crimes and crimes against humanity conducted by Germany while under the rule of Hitler and the Nazi Party. Two dozen of the most notable political and military leaders were tried during the Nuremberg tri als with a considerable amount resulting in execution. Despite continual efforts to shift blame to higher ranking officers and claims of general unawareness, most Nazi war criminalsRead MoreThe Military Units And Operators Emotions And Mental Health, And Understanding The Purpose Of Nationalism Socialism1575 Words   |  7 Pages During1941 -1945, the changes in the military units and operators’ emotions and mental health, and understanding the purpose of Nationalism Socialism were damaged. Two of the most critical areas where the soldiers and operators developed a feeling of disconnect was on the eastern front and the Final Solution plan. These areas began to show what National Socialism certainly meant and not the propaganda from which fighting units were told. (My Private War) The Eastern Front proved to be a turningRead MoreEssay on Holocaust: The Unforgettable1569 Words   |  7 Pagesincineration chambers† (45-46). Those same gas chambers and crematoria exist t oday as well as many others. Pictorial evidence along with scientific experiments performed on these buildings confirms their purpose beyond belief. The gas-chambers were air-tight and disguised as showers, if they really were showers and not gas chambers; there would be absolutely no reason for them to be airtight. The Germans tried to hide what they were doing from the rest of the world by disguising death contraptions as showersRead MoreNazi Crimes And The Holocaust1231 Words   |  5 PagesFrom 1941 to 1945, Jews were systematically murdered in one of the deadliest genocides in history, which was part of a broader aggregate of acts of oppression and killings of various ethnic and political groups in Europe by the Nazi regime. Every arm of Germany s bureaucracy was involved in the logistics and the carrying out of the genocide. Other victims of Nazi crimes included Romanians, Ethnic Poles and other Slavs, Soviet POWs, communists, homosexuals, Jehovah s Witnesses and the mentally andRead MoreThe Trials Of The Nazis During The Holocaust1913 Words   |  8 PagesNazis at the Nuremberg Trials, the answer is yes, provided that the individual committing the act was ordered to do so by an authority figure and/or believes that responsibility will be deferred to said higher authority. There is therefore potential that the actions of the Nazis during the Holocaust can be reasonably explained by the results of Milgram’s experiments and Milgram’s Agency Theory. To offer some background, the Nuremberg Trials were a series of trials held in Nuremberg, Germany betweenRead MoreEssay about The Holocaust879 Words   |  4 PagesJews and many others by the Nazi regime and its collaborators. The Nazis came to power in Germany in January of 1933. The Nazis thought that the â€Å"inferior† Jews were a threat to the â€Å"racially superior† German racial community. The death camps were operated from 1941 to 1945, and many people lost their lives or were forced to work in concentration camps during these years. The story leading up to the Holocaust, how the terrible event affected people’s lives, and how it came to and end are all topicsRead MoreHuman Rights Should Be Universal2463 Words   |  10 Pagescreating a strong workforce. They wanted to be great again! There was a new political party in Germany known as the National Socialist German Worker’s Party, the Nazi party, this national need was a perfect opportunity for them to rise to power (Stein 46). One of the leaders of the Nazi Party was Adolf Hitler. Adolf Hitler was a very phenomenal, charismatic, and powerful speaker. Hitler attracted large flows of people when he spoke at events all around Germany (Procktor 69). Hitler spoke for changeRead MoreThe Holocaust Research Paper1902 Words   |  8 Pageswas released from prison, Hitler took advantage of the weakness of his rivals to enhance his partys status and rise from obscurity to power. On January 20, 1933, he was named chancellor of Germany. After President Paul von Hindenburgs death in 1934, Hitler anointed himself as Fuhrer, becoming Germanys supreme ruler(Absolute Astronomy). The twin goals of racial purity and spatial expansion were the core of Hitlers worldview, and from 1933 onward they would combine to formRead MoreNational Socialism, Primary And Secondary Objectives Essay2551 Words   |  11 PagesOne of the areas where National Socialism and World War Two affected each other’s future was seen during combat operations. The Nazis had two goals which were to expand the borders of Germany and to kill or send undesired people to concentration or death camps. Since the National Socialism dual pre-planned agenda, the Nazis were really fighting three fronts: eastern, western, and The Final Solution. The Nazis made the final solution their most important military front to invest their resources suchRead MoreWhy Was Germany Most Significant Influential Country During World Wars So After Losing World War II?1429 Words   |  6 PagesGerman chancellor and his Nazi government soon came to control every aspect of German life. Under Nazi rule, all other political parties were banned. Nazis opened their first concentration camp, Germ any, to house political prisoners. Dachau grew into a death camp where countless thousands of Jews died from malnutrition, overwork or were executed. The camp’s prisoners included members of other groups considered unfit for the new Germany, including artists, intellectuals, Gypsies, the physically and mentally

Henry The Jew Essay Research Paper free essay sample

Henry The Jew Essay, Research Paper # 65279 ; Movies that are based on novels when compared frequently have many similarities and differences. The Beach directed by Danny Boyle and starring Leonardo DiCaprio, Guillaume Canet, Robert Carlyle and Virginie Ledoyen. The genre of this movie is Adventure/Drama because of the intense minutes in the film and because the film is one large trip to an island. I think this movie is overpowering because of the extreme inside informations. For case the starting of the movie when Richard describes how traveling should be done, I besides love this movie because of the unique camera angles. The Beach is about a traveler named Richard ( Leonardo DiCaprio ) who sets off to Thailand seeking for an escapade. Accepting every offer, he feels like nil can stand in his manner. When he is lying in his bed that dark he hears an objectionable Scots adult male named Daffy Duck ( Robert Carlyle ) who breaks into his room and tells Richard about an keen beach. We will write a custom essay sample on Henry The Jew Essay Research Paper or any similar topic specifically for you Do Not WasteYour Time HIRE WRITER Only 13.90 / page The following twenty-four hours he finds a map to this ill-famed beach ; when traveling into Daffy s room to thank him he finds him dead. Richard instantly accepting the offer of the map goes and asks two other people to fall in him on his trek, Francoise ( Virginie Ledoyen ) and Etienne ( Guillaume Canet ) who besides accept the challenge. When acquiring at that place they discover a pot field run by Thai drug Godheads they manage to get away merely to happen a little small town run by happy people. The small town people easy accepted them as a portion of the group. A leader runs them named Sal ( Tilda Swinton ) and everything is all right until a series of critical events happen ; a shark onslaughts three small town fishermen, Richard begins to travel insane and the secret of the beach begins to be exposed to the universe. This narrative takes topographic point in Thailand and more specifically in the metropolis of Koh Panhagen and in the isles of Thailand. -2- Similarly, to the book the film has the same secret plan along with the same scene and most of the characters. The secret plan is similar because the small town people are afraid of the Thai drug Godheads in both the book and the movie. The narrative besides takes topographic point in the same scene which is in Thailand. Most of the characters that are in the book are besides in the movie and they besides have the same character traits ; For case, Etienne is a sort hearted gentleman in both. Richard is ever up for a new challenge. Sal is a really serious individual. Bugs is an objectionable tough cat. Daffy is brainsick in both. In add-on, to the similarities they are besides major differences between the two. In the novel more characters and some characters are involved much more in the narrative, jobs ( many minor jobs and two major jobs ) , and a different stoping. The characters in the novel that are losing drama a cardinal function in the narrative, for case, in the fresh Jed is the individual that takes attention of Christo ( the deceasing Swede ) whereas in the movie Etienne is the 1 to attention of the Christo. Besides Richard is Sal s right-hand adult male and in the movie he is non. Keaty plays a cardinal portion in the novel as Richard s new best friend whereas in the movie we hardly see him. One major job left out in the movie is the twenty-four hours the cantonment gets nutrient toxic condition ( from Keaty catching an already dead fish ) and Bugs soils himself. In defeat he punches Keaty which separates the small town people and brings down group morale. Sal gives and animating address about how everyone has to lodge together. Besides this difference the other major job that occurred was the love trigon between Richard, Francoise, and Etienne. Where Francoise cheated on Etienne with Richard, and the statement that occurred among the three and in the film. The other major difference was the stoping where Richard escaped the island with merely his friends whereas in the film they left with everyone. -3- Although the movie was really good, I prefer the novel because it has greater item in the narrative than in the movie. The fresh includes more jobs, characters and gives more item to the scenes leting me to understand the characters about absolutely. It besides helped me to conceive of what I would make in their state of affairs and their grounds for moving the manner they do. The more complex the narrative was the better it was. The narrative in the movie was really simple. Furthermore, the major actors/actresses played their functions really good. I say this because of one ground, the manner I pictured their characters to be, were really near to how they acted in the movie. This allowed me to bask the movie a batch. To be more specific I would state Daffy ( Robert Carlyle ) played his function most cleanly ; he acted precisely how the character acted in the novel. The fact that non an actor/actress played their portion wrong, made the film gratifying to watch. By and large, in a film most people would anticipate that person would non play their function good, but in this movie I can non state that. I do believe Etienne ( Guillaume Canet ) could hold played his portion a small spot better as I found when he was happy in the movie it looked like he was forging it. Besides that job I found he played his function really good. The most outstanding scene in this film to me is when Richard is running through the shrub and he is conceive ofing that he is playing in a picture game. This scene to me is the most rememberable because of the particular effects and the camera angles, and because it is like no other scene in the film. The camera angle in this film a low excessively high tracking shooting ( he feels like he can make anything and he is superior to anyone else ) . They view this shooting at medium scope and his motions are intentionally bogus in the manner that he is overstating everything particularly the manner he tallies. It is besides rememberable because of the picture game music that is playing and the manner that everything is animated except the trees and himself. -4- Besides the fact that The Beach is an first-class film, this movie has a great significance and importance about society and human behavior. This movie teaches us the lessons that people are greedy and can non be trusted. For case, the fact that Sal was traveling to hit Richard to remain at the beach shows that non even friends can be trusted and that she was making it for the beach shows that people are avaricious. Besides when Daffy kills himself to get away from his malignant neoplastic disease ( the people ) shows that we are non proper we are slobs and we pollute the Earth. This shows a new expertness in cinematography because it is lightly contemptuous us to demo us what we are, which has neer been presented in a movie. In decision, the mark audience of this movie is everyone old plenty to understand the movie to the full. It presents a good message to us on how we act and that we our destructing our universe. I think the audience should see this movie because it helps us understand what we are making to ourselves. I rate this movie an Angstrom because it was first-class and about every facet of the film was outstanding. It presented a good message and it was an interesting narrative at the same clip.

Deep Learning for Foundations and Trends- myassignmenthelp.com

Question: Discuss about theDeep Learning for Foundations and Trends. Answer: Introduction: Deep learning is a kind of machine learning technique that has the capability to teach computer to perform tasks, which would be naturally performed by humans (LeCun, Bengio and Hinton 2015). It is also known as hierarchical method of learning or deep structured learning. The method of deep learning comprises a part of the larger part of the methods of machine learning. These approaches are mainly based on the representations of learning data as compared to the task specific algorithms. The learning models of deep learning are lightly related to the processing of information and the patterns of communication. The technology of deep learning is a key behind various processes. In deep learning, a model of computer would be able to learn to do tasks directly with the help of text, images or sound. The models of deep learning could achieve such levels of accuracy that would exceed the performance of humans. The different models of deep learning are trained with the use of labeled data an d architectures of neural network that would contain many layers (Schmidhuber 2015). Importance of Deep Learning The technology of deep learning has achieved accuracy in recognizing at higher levels. The technology would help to meet the expectations of the consumers. Deep learning works on the process of machine learning with the help of an artificial neural net, which is mainly composed of various levels that are arranged in a hierarchical order (Sutskever et al. 2013). The deep learning technology has gained a wide attraction as it has the potential to be useful in the applications of the real world. The networks of deep learning could be successfully applied to big data for the discovery of knowledge, application of the knowledge and predictions based on the knowledge. Deep learning could be a powerful tool for the production of actionable results. Deep learning has the requirement of huge amounts of labeled data. It also requires a substantial amount of power of computing. The GPUs that have a high performance possess a parallel architecture, which is efficient for deep learning technology . When the deep learning technology is combined with cloud computing or clusters, it would be helpful for development teams to reduce the time of training for the purpose of a deep learning network (Goodfellow et al. 2016). Deep Learning Methods The methods of deep learning is a cluster of methods of machine learning, which can learn the features from a lower level to a higher level by establishing a deep architecture. The methods of deep learning possess the ability to learn the features at multiple levels in an automatic way. The most important feature of the methods of deep learning is that their entire set of models have deep architectures. The meaning of deep architecture is that it possesses multiple hidden layers within the network. Accordingly, a shallow architecture would have a less number of hidden layers (Deng and Yu 2014). The deep convolutional neural networks have their applications in several areas. The areas include modeling motion, modeling textures, retrieval of information, processing of natural language, dimensionality reduction, regression classification, diagnosis of fault and many others. Deep Learning Algorithms The algorithms of deep learning have been studied and has been applied in the recent times (Van Merrienboer et al. 2015). As a result of this, there is a wide number of related approaches. The algorithms of deep learning could be grouped into two categories based on the architectures: Restricted Boltzmann Machines (RBMs) Convolutional Neural Networks (CNNs) 4.1 Restricted Boltzmann Machines RBM is a probabilistic energy based generative model. This model is composed of a single layer of visible units and another layer of hidden units. The units that are visible would be able to represent the input vector of the sample of data. The units, which are hidden would represent the features that are abstracted from the visible units. The units that are visible are connected to each hidden unit. Hence no connection would exist in the hidden or visible layer (Kuremoto et al. 2014). Convolutional Neural Networks In the recent past, the quality of the classification of the image and the detection of the object has seen a major improvement with the help of the method of deep learning. The CNN has brought about a major revolution in the area of computer vision. With the implementation of this network, it has not only advanced the accuracy of image classification, but it has played a major role for the extraction of generic feature. This includes classification of scenes, detection of object, retrieval of image and the caption of the image. CNN is among the major powerful classes of deep neural networks in the tasks of image processing. It is extremely effective and is commonly used in the applications of computer vision. The convolution neural network is comprised of three layers that includes subsampling layers, full connection layers and convolution layers (Ji et al. 2013). Current Applications of Deep Learning Deep learning technology has their application in various fields. This includes processing of signals, recognition of speech and computer vision. The methods of Deep Machine Learning are mainly used in the systems of image recognition (Deng, Hinton and Kingsbury 2013). CNN Based Applications in Visual Computing - The Convolutional Neural Networks are extremely powerful tools for the recognition of image and classification. CNN based methods have been applied for the detection of an object, recognition of objects and images and segmentation of object. CNN Based Applications for Face Recognition The face recognition technology has been the most important tasks of computer vision. The system generally consists of four steps. At first, a given image that consists of one or more faces, is located by a face detector and then the faces are isolated. After this, each face is processed and then aligned using 2D or 3D methods of modelling. In the next step, a feature extractor extracts the features from a pre-aligned face in order to obtain a representation of low dimension. Finally, a classifier is required to make predictions based on the representation of low dimensions. Colorization of White and Black Images The deep learning technique could be used for the objects and their context in the photograph in order to color the image. The approach of deep learning would involve the use of an extremely large convolutional neural networks and the supervised layers that would be able to recreate the image by adding color. The Future of Deep Learning The technology of deep machine learning is an active area of research in the recent times. The future implementations of neural network should learn while collecting the sets of data. The training neural networks on large sets of data such as ImageNet would require a huge SSD that would have high performance GPU and they should be sufficient enough in having physical memory. As the modern sets of algorithms are becoming mature, hence new samples of data could be translated to low space dimensions in order to store huge sets of data. This might change the way in which of compressing natural images in the future (Najafabadi et al. 2015). As both the neural network and the sets of data are increasing in size, hence the labeling would become unrealistic and unreasonable. With the improvement of technology in deep learning, they would adopt a core set of standard tools for their operation. Deep learning would also fins a stable place within the ecosystem of open analytics. Most of the deployments of deep learning depends on Spark, Hadoop and Kafka and various other platforms of data analytics. With the help of these kind of platforms, anyone could be able to train, manage and deploy the algorithms of deep learning without the help of the capabilities of big data analytics. Many of the developers of deep learning technology are using the Spark clusters for performing specialized tasks of pipeline such as training of fast in-memory, cleansing of data, preprocessing and hyper parameter optimization (Ling et al. 2015). The tools of deep learning would be able to incorporate simplified frameworks of programming for performing the coding in an efficient way. The community of application developers would insist on APIs and other abstractions of programming for quick coding of the capabilities of the core algorithms. The toolkits of deep learning would also be able to support the visual development of recyclable components. The tools of deep learning would be implemented in every surface of the design (Witten et al. 2016). As the market trends of deep learning is advancing towards mass adoption, hence it would follow the steps of the visualization of data, business intelligence and the markets of predictive analytics. Conclusion Based on the above discussion, it can be concluded that deep learning could be a very useful technology for the future. This report provides an extensive overview of the algorithms of deep learning and the applications of deep learning. Many of the classic algorithms of deep learning that includes Boltzmann machines and convolutional neural networks are being introduced. In addition to the algorithms of deep learning, the applications would be reviewed and then compared with the other methods of machine learning. References Deng, L. and Yu, D., 2014. Deep learning: methods and applications.Foundations and Trends in Signal Processing,7(34), pp.197-387. Deng, L., Hinton, G. and Kingsbury, B., 2013, May. New types of deep neural network learning for speech recognition and related applications: An overview. InAcoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on(pp. 8599-8603). IEEE. Goodfellow, I., Bengio, Y., Courville, A. and Bengio, Y., 2016.Deep learning(Vol. 1). Cambridge: MIT press. Ji, S., Xu, W., Yang, M. and Yu, K., 2013. 3D convolutional neural networks for human action recognition.IEEE transactions on pattern analysis and machine intelligence,35(1), pp.221-231. Kuremoto, T., Kimura, S., Kobayashi, K. and Obayashi, M., 2014. Time series forecasting using a deep belief network with restricted Boltzmann machines.Neurocomputing,137, pp.47-56. LeCun, Y., Bengio, Y. and Hinton, G., 2015. Deep learning.nature,521(7553), p.436. Ling, Z.H., Kang, S.Y., Zen, H., Senior, A., Schuster, M., Qian, X.J., Meng, H.M. and Deng, L., 2015. Deep learning for acoustic modeling in parametric speech generation: A systematic review of existing techniques and future trends.IEEE Signal Processing Magazine,32(3), pp.35-52. Najafabadi, M.M., Villanustre, F., Khoshgoftaar, T.M., Seliya, N., Wald, R. and Muharemagic, E., 2015. Deep learning applications and challenges in big data analytics.Journal of Big Data,2(1), p.1. Schmidhuber, J., 2015. Deep learning in neural networks: An overview.Neural networks,61, pp.85-117. Sutskever, I., Martens, J., Dahl, G. and Hinton, G., 2013, February. On the importance of initialization and momentum in deep learning. InInternational conference on machine learning(pp. 1139-1147). Van Merrinboer, B., Bahdanau, D., Dumoulin, V., Serdyuk, D., Warde-Farley, D., Chorowski, J. and Bengio, Y., 2015. Blocks and fuel: Frameworks for deep learning.arXiv preprint arXiv:1506.00619. Witten, I.H., Frank, E., Hall, M.A. and Pal, C.J., 2016.Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann.