In recent years,the Internet of Everything(IoE)has been developing rapidly;however,there are currently issues with efficiency and sustainability within IoE.To address this problem,model lightweighting can be employed ...In recent years,the Internet of Everything(IoE)has been developing rapidly;however,there are currently issues with efficiency and sustainability within IoE.To address this problem,model lightweighting can be employed by constraining the size of deep learning models,thereby reducing the demand for computational resources and ensuring the efficiency and sustainability of IoE devices.In this regard,we propose a model information evaluation method based on DeepDream.This method does not require real samples to participate;instead,it evaluates the importance of each neuron based on the model’s own information.Additionally,we introduce a method for automatically selecting high-information neurons,which can identify neurons that have a significant impact on the model.We also present a visualization method for neuron class information,which can visualize information related to various classes within neurons.Through experiments,we demonstrate the effectiveness of the methods we have proposed.展开更多
Text,as a fundamental carrier of human language and culture,exhibits high structural and semantic complexity.Its systematic analysis is essential for understanding linguistic patterns and cultural transmission.A Dream...Text,as a fundamental carrier of human language and culture,exhibits high structural and semantic complexity.Its systematic analysis is essential for understanding linguistic patterns and cultural transmission.A Dream of Red Mansions and All Men Are Brothers,two masterpieces of Chinese classical literature,have long been central to debates regarding the authorship of their later chapters.Previous studies,often based on word-frequency statistics,function word distributions,entropy measures,and complex network analyses,have provided valuable insights into stylistic differences;however,they remain limited in capturing cross-scale structural features.To address this gap,we apply a multi-scale structural complexity approach based on character-frequency time series to analyze the structural evolution of both novels under various segmentation strategies.Our results reveal significant differences in peak complexity positions,overall complexity levels,and intra-textual variations between the two works,which are closely linked to changes in authorship and stylistic patterns.This study not only provides new quantitative evidence for resolving authorship disputes in classical literature but also demonstrates,from the perspective of structural complexity,the profound depth and unique charm of Chinese literary expression,highlighting the richness of Chinese language and culture.Moreover,it emphasizes the potential of structural complexity analysis as a versatile tool for textual analysis and style attribution.展开更多
How is a nation’s embrace of snow and ice shaping a new cultural identity and igniting a multi-trillion-yuan economic boom?ADRIAAN Smit now cannot imagine a life without snowboarding,a passion that has become central...How is a nation’s embrace of snow and ice shaping a new cultural identity and igniting a multi-trillion-yuan economic boom?ADRIAAN Smit now cannot imagine a life without snowboarding,a passion that has become central to his world.He is excited to witness how winter sports are fostering a new winter culture in China.Listening to Smit speaking so enthusiastically about the slopes,one might assume he was raised in a region where snow sports are a way of life,but the fact is quite the contrary.展开更多
This paper examines Hernán Díaz’s novel Trust (2022) through the lens of cultural deconstruction, analyzing how its four nested narratives systematically dismantle the American Dream ideology. The novel Bon...This paper examines Hernán Díaz’s novel Trust (2022) through the lens of cultural deconstruction, analyzing how its four nested narratives systematically dismantle the American Dream ideology. The novel Bonds and autobiography My Life collaboratively construct a financial myth portraying protagonist Andrew Bevel as an exemplar of self-made success. Subsequently, Ida’s Memoir exposes the subjective construction of history, declaring the American Dream’s bankruptcy at the epistemological level, while Mildred’s diary Futures deconstructs the myth from within by revealing that Bevel’s financial genius was built upon appropriation of his wife’s intellectual labor. This paper argues that Trust reveals the American Dream as an ideological illusion-narratively constructed, practically dependent on structural injustice, and essentially serving power reproduction.展开更多
China-Zimbabwe collaboration is creating new opportunities for innovation and development of youth Zimbabwe’s development has long faced obstacles linked to Western economic sanctions,measures that many view as unjus...China-Zimbabwe collaboration is creating new opportunities for innovation and development of youth Zimbabwe’s development has long faced obstacles linked to Western economic sanctions,measures that many view as unjust or unlawful.Yet,despite these constraints,Zimbabwe remains a nation rich in natural resources and endowed with a highly educated population,with its youth standing out as a particularly dynamic force.展开更多
本研究聚焦陈奕迅“Fear and Dreams”演唱会,鉴于其具有鲜明的音乐剧化特性,因此本文探讨其符号意义建构与传播效果。研究关注演唱会中的语言和非语言符号,如灯光色彩、舞美设计、服装风格、歌曲选择及表演形式,分析它们如何共同作用...本研究聚焦陈奕迅“Fear and Dreams”演唱会,鉴于其具有鲜明的音乐剧化特性,因此本文探讨其符号意义建构与传播效果。研究关注演唱会中的语言和非语言符号,如灯光色彩、舞美设计、服装风格、歌曲选择及表演形式,分析它们如何共同作用于主题表达、情感共鸣和氛围营造。本文运用符号学理论,揭示音乐剧化的演唱会如何借助多元符号的互动构建叙事结构、塑造角色形象,以实现意义的有效传播。研究为演唱会符号建构与传播研究提供新视角,也为跨文化视域下演唱会符号传播研究提供参考。展开更多
Hello!My name is Angel.I am an active girl.I am ten years old.I am in Class 1,Grade 5.I want to share my hobbies.First,I like reading books.Books are the ladder of human progress.Reading not only broadens my horizons ...Hello!My name is Angel.I am an active girl.I am ten years old.I am in Class 1,Grade 5.I want to share my hobbies.First,I like reading books.Books are the ladder of human progress.Reading not only broadens my horizons but also fills my heart with wonder and inspires me to dream big.展开更多
In a small village nestled at the foot of a towering mountain lived a young woman named Maya.She had always been fascinated by the mountains majestic beauty and often dreamed of reaching its summit.Every day,she would...In a small village nestled at the foot of a towering mountain lived a young woman named Maya.She had always been fascinated by the mountains majestic beauty and often dreamed of reaching its summit.Every day,she would look up at the peak,imagining what it would be like to stand on top of the mountain,and see the world from that height.展开更多
One day,my friend asks me what my dream is.I think about it for some days.Then I tell my friend I have many dreams.I want to be a teacher,so I can teach my students all I know like my teachers.I like drawing and if I ...One day,my friend asks me what my dream is.I think about it for some days.Then I tell my friend I have many dreams.I want to be a teacher,so I can teach my students all I know like my teachers.I like drawing and if I can draw what I see,that will be great.I want to travel around the world and see different places.Maybe I can be a writer and write down all the stories on the trip.When I grow up,I go to college and I can be a scientist.I will work hard and make the world better.展开更多
Everyone certainly has a dream city in their heart,whether it is a romantic city like Paris or a fast-paced city like Shanghai.However,my dream city is a place where modernization coexists(共存)with history and nature...Everyone certainly has a dream city in their heart,whether it is a romantic city like Paris or a fast-paced city like Shanghai.However,my dream city is a place where modernization coexists(共存)with history and nature harmoniously.It’s a place that resembles a highly motivated(激励)youth with courage,strong willpower and ambition.Now let me introduce.展开更多
"President Xi sent a reply letter to Galai Village!I am so moved and overjoyed for knowing his ongoing concern for us!All our residents of Galai Village are heartfully grateful to him,"said villager Dawa Gya..."President Xi sent a reply letter to Galai Village!I am so moved and overjoyed for knowing his ongoing concern for us!All our residents of Galai Village are heartfully grateful to him,"said villager Dawa Gyaltsen.展开更多
During Harare’s jacaranda blooming season,the streets are filled with a rich floral fragrance.It was this captivating aroma that first caught the attention of Zhao Ke,then a 28-year-old man,as he paused to take it in...During Harare’s jacaranda blooming season,the streets are filled with a rich floral fragrance.It was this captivating aroma that first caught the attention of Zhao Ke,then a 28-year-old man,as he paused to take it in.Little did he know that this moment would mark the beginning of a nearly three-decade-long connection with Zimbabwe.展开更多
In Jangra Township,Gyantse County,Xigaze City,Xizang,there is a Tibetan girl called Tsering Phentok.Although she cannot walk due to a congenital deformity,she has never given up her love for and pursuit of life.She le...In Jangra Township,Gyantse County,Xigaze City,Xizang,there is a Tibetan girl called Tsering Phentok.Although she cannot walk due to a congenital deformity,she has never given up her love for and pursuit of life.She learned Mandarin and crochet skills by herself through the Internet.展开更多
Chase the Dream of Coral is an inspiring book that shines a light on the brave scientists dedicated to saving our coral reefs.Coral reefs are often called the rainforests of the sea because they support a vast number ...Chase the Dream of Coral is an inspiring book that shines a light on the brave scientists dedicated to saving our coral reefs.Coral reefs are often called the rainforests of the sea because they support a vast number of marine species.However,they are facing serious threats from climate change,pollution and overfishing.This book highlights the urgent need to protect these beautiful and vital ecosystems.展开更多
Hi, everyone! I'd like to tell you something about my dream home. It is in a quiet place far away from the city.It's a big house with two floors. On the ground floor, there is a bright kitchen and a dining roo...Hi, everyone! I'd like to tell you something about my dream home. It is in a quiet place far away from the city.It's a big house with two floors. On the ground floor, there is a bright kitchen and a dining room. We usually have nice meal(1) there. On the first floor, there are three bedrooms and a study. It's really nice to have a bedroom of my own.展开更多
Global Intangible Cultural Heritage Little Ambassadors,Conference focuses on the youth and conveys cultural confidence through international expression.As a nongovernmental Intangible Cultural Heritage education force...Global Intangible Cultural Heritage Little Ambassadors,Conference focuses on the youth and conveys cultural confidence through international expression.As a nongovernmental Intangible Cultural Heritage education force,the Conference adheres to the concept of“learning from the past,connecting the present and creating the future”,and builds a bridge of cultural communication for the youth through innovative forms such as overseas visits and bilingual performances,achieving in having the traditional skills become the language of dialogue in the world.展开更多
基金supported by the National Natural Science Foundation of China under Grant 62301356Joint Fund of Ministry of Education for Equipment Pre-research under Grant 8091B032254.
摘要In recent years,the Internet of Everything(IoE)has been developing rapidly;however,there are currently issues with efficiency and sustainability within IoE.To address this problem,model lightweighting can be employed by constraining the size of deep learning models,thereby reducing the demand for computational resources and ensuring the efficiency and sustainability of IoE devices.In this regard,we propose a model information evaluation method based on DeepDream.This method does not require real samples to participate;instead,it evaluates the importance of each neuron based on the model’s own information.Additionally,we introduce a method for automatically selecting high-information neurons,which can identify neurons that have a significant impact on the model.We also present a visualization method for neuron class information,which can visualize information related to various classes within neurons.Through experiments,we demonstrate the effectiveness of the methods we have proposed.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.12275179,11875042,and12150410309)the Natural Science Foundation of Shanghai(Grant No.21ZR1443900)。
摘要Text,as a fundamental carrier of human language and culture,exhibits high structural and semantic complexity.Its systematic analysis is essential for understanding linguistic patterns and cultural transmission.A Dream of Red Mansions and All Men Are Brothers,two masterpieces of Chinese classical literature,have long been central to debates regarding the authorship of their later chapters.Previous studies,often based on word-frequency statistics,function word distributions,entropy measures,and complex network analyses,have provided valuable insights into stylistic differences;however,they remain limited in capturing cross-scale structural features.To address this gap,we apply a multi-scale structural complexity approach based on character-frequency time series to analyze the structural evolution of both novels under various segmentation strategies.Our results reveal significant differences in peak complexity positions,overall complexity levels,and intra-textual variations between the two works,which are closely linked to changes in authorship and stylistic patterns.This study not only provides new quantitative evidence for resolving authorship disputes in classical literature but also demonstrates,from the perspective of structural complexity,the profound depth and unique charm of Chinese literary expression,highlighting the richness of Chinese language and culture.Moreover,it emphasizes the potential of structural complexity analysis as a versatile tool for textual analysis and style attribution.
摘要How is a nation’s embrace of snow and ice shaping a new cultural identity and igniting a multi-trillion-yuan economic boom?ADRIAAN Smit now cannot imagine a life without snowboarding,a passion that has become central to his world.He is excited to witness how winter sports are fostering a new winter culture in China.Listening to Smit speaking so enthusiastically about the slopes,one might assume he was raised in a region where snow sports are a way of life,but the fact is quite the contrary.
摘要This paper examines Hernán Díaz’s novel Trust (2022) through the lens of cultural deconstruction, analyzing how its four nested narratives systematically dismantle the American Dream ideology. The novel Bonds and autobiography My Life collaboratively construct a financial myth portraying protagonist Andrew Bevel as an exemplar of self-made success. Subsequently, Ida’s Memoir exposes the subjective construction of history, declaring the American Dream’s bankruptcy at the epistemological level, while Mildred’s diary Futures deconstructs the myth from within by revealing that Bevel’s financial genius was built upon appropriation of his wife’s intellectual labor. This paper argues that Trust reveals the American Dream as an ideological illusion-narratively constructed, practically dependent on structural injustice, and essentially serving power reproduction.
摘要China-Zimbabwe collaboration is creating new opportunities for innovation and development of youth Zimbabwe’s development has long faced obstacles linked to Western economic sanctions,measures that many view as unjust or unlawful.Yet,despite these constraints,Zimbabwe remains a nation rich in natural resources and endowed with a highly educated population,with its youth standing out as a particularly dynamic force.
摘要本研究聚焦陈奕迅“Fear and Dreams”演唱会,鉴于其具有鲜明的音乐剧化特性,因此本文探讨其符号意义建构与传播效果。研究关注演唱会中的语言和非语言符号,如灯光色彩、舞美设计、服装风格、歌曲选择及表演形式,分析它们如何共同作用于主题表达、情感共鸣和氛围营造。本文运用符号学理论,揭示音乐剧化的演唱会如何借助多元符号的互动构建叙事结构、塑造角色形象,以实现意义的有效传播。研究为演唱会符号建构与传播研究提供新视角,也为跨文化视域下演唱会符号传播研究提供参考。
摘要Hello!My name is Angel.I am an active girl.I am ten years old.I am in Class 1,Grade 5.I want to share my hobbies.First,I like reading books.Books are the ladder of human progress.Reading not only broadens my horizons but also fills my heart with wonder and inspires me to dream big.
摘要In a small village nestled at the foot of a towering mountain lived a young woman named Maya.She had always been fascinated by the mountains majestic beauty and often dreamed of reaching its summit.Every day,she would look up at the peak,imagining what it would be like to stand on top of the mountain,and see the world from that height.
摘要One day,my friend asks me what my dream is.I think about it for some days.Then I tell my friend I have many dreams.I want to be a teacher,so I can teach my students all I know like my teachers.I like drawing and if I can draw what I see,that will be great.I want to travel around the world and see different places.Maybe I can be a writer and write down all the stories on the trip.When I grow up,I go to college and I can be a scientist.I will work hard and make the world better.
摘要Everyone certainly has a dream city in their heart,whether it is a romantic city like Paris or a fast-paced city like Shanghai.However,my dream city is a place where modernization coexists(共存)with history and nature harmoniously.It’s a place that resembles a highly motivated(激励)youth with courage,strong willpower and ambition.Now let me introduce.
摘要"President Xi sent a reply letter to Galai Village!I am so moved and overjoyed for knowing his ongoing concern for us!All our residents of Galai Village are heartfully grateful to him,"said villager Dawa Gyaltsen.
摘要During Harare’s jacaranda blooming season,the streets are filled with a rich floral fragrance.It was this captivating aroma that first caught the attention of Zhao Ke,then a 28-year-old man,as he paused to take it in.Little did he know that this moment would mark the beginning of a nearly three-decade-long connection with Zimbabwe.
摘要In Jangra Township,Gyantse County,Xigaze City,Xizang,there is a Tibetan girl called Tsering Phentok.Although she cannot walk due to a congenital deformity,she has never given up her love for and pursuit of life.She learned Mandarin and crochet skills by herself through the Internet.
摘要Chase the Dream of Coral is an inspiring book that shines a light on the brave scientists dedicated to saving our coral reefs.Coral reefs are often called the rainforests of the sea because they support a vast number of marine species.However,they are facing serious threats from climate change,pollution and overfishing.This book highlights the urgent need to protect these beautiful and vital ecosystems.
摘要Hi, everyone! I'd like to tell you something about my dream home. It is in a quiet place far away from the city.It's a big house with two floors. On the ground floor, there is a bright kitchen and a dining room. We usually have nice meal(1) there. On the first floor, there are three bedrooms and a study. It's really nice to have a bedroom of my own.
摘要Global Intangible Cultural Heritage Little Ambassadors,Conference focuses on the youth and conveys cultural confidence through international expression.As a nongovernmental Intangible Cultural Heritage education force,the Conference adheres to the concept of“learning from the past,connecting the present and creating the future”,and builds a bridge of cultural communication for the youth through innovative forms such as overseas visits and bilingual performances,achieving in having the traditional skills become the language of dialogue in the world.