For a robot to cohabit with people, it should be able to learn people’s nonverbal social behavior from experience. In this paper, we propose a novel machine learning method for recognizing gestures used in interaction and communication. Our method enables robots to learn gestures incrementally during human–robot interaction in an unsupervised manner. It allows the user to leave the number and types of gestures undefined prior to the learning. The proposed method (HB-SOINN) is based on a self-organizing incremental neural network (...) and the hidden Markov model. We have added an interactive learning mechanism to HB-SOINN to prevent a single cluster from running into a failure as a result of polysemy of being assigned more than one meaning. For example, a sentence: “Keep on going left slowly” has three meanings such as, “Keep on (1)”, “going left (2)”, “slowly (3)”. We experimentally tested the clustering performance of the proposed method against data obtained from measuring gestures using a motion capture device. The results show that the classification performance of HB-SOINN exceeds that of conventional clustering approaches. In addition, we have found that the interactive learning function improves the learning performance of HB-SOINN. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.4 (2003) 1-3 [Access article in PDF] Symposium:Aesthetic Education in Japan TodayThe purpose of this symposium is to provide readers with a general understanding of Japanese art and aesthetics education and its interaction with other cultures. The essays cover a variety of topics, including historical, cross-cultural, theoretical, and practical perspectives.First, the development and establishment of art education in the Japanese education system is introduced. (...) Kingo Masuda's essay provides a brief history of art education policy and how a formal system of art education has been organized from the modern era to the present. Takuya Kaneda examines the foundation for the historical evolution of the major reform movements in Japanese art education. He focuses on the philosophies of three pioneers who guided the movements and sheds light on to the role that "freedom" has played in the context of aesthetic education. Their historical studies show how the modern Japanese educational system incorporated the Western notion of art education into its foundation. Western art educators have given Japanese art educators the impetus to modernize the theory and practice of art education.The attempt to go beyond the modern framework of arts and aesthetic education is discussed in some authors' essays. Yoko Hino examines a key educational term, "Creative Play (Zokei Asobi)," and points out the dilemma educators face working within the modern framework that divides subject matter completely from individuality. Yasuaki Okamoto, in his philosophical essay, discusses the change in the nature of self-understanding in theage of media expansion. His point is that our sense of reality is no longer confined to physical existence, and that media provides us with a new kind of experience of self and reality. Kinichi Fukumoto illustrates the essential structure of art education with the metaphor of Disneyland, and emphasizes art education as an incomplete, further evolving project. Motoki Nagamori discusses Rousseau's concept of nature as a foundation for modern theory and practice of art education and suggests an alternative concept that incorporates cultural, linguistic, and media aspects. Based on a historical study on evaluation methods, Kazumi Yamada suggests that qualitative factors should play a significant role for improving art education.Some authors emphasize the current concern for integrating art with other disciplines in order to alter our understanding about aesthetic education. [End Page 1] Advocating for the integration of art and media literacy based on the educational principles of the Bauhaus, Kenta Motomura explores the possibility of media technology for a new type of expression. Kazuhiro Ishizaki and Wenchun Wang describe their cross-cultural study on children's aesthetic development to stress the importance of the communal, cultural, and linguistic considerations of integrated study, historically overlooked in traditional aesthetic education. Focusing on blending music and visual arts, Masashi Okada introduces his theory and practice of integrated study developed over many years.In addition, globalization and its effect on art education has become an important topic. Engaging in a cross-cultural dialogue is a critical part of this issue. Akio Okazaki discusses what Arthur Wesley Dow, an Americanart educator, recognized and learned by encountering the otherness of Japanese art. Yoshimasa Kaneko's study shows how Japanese aesthetics and Johannes Itten (the founder of Ittenschule in Germany) had a significant philosophical influence on each other. Toshio Naoe's comparativestudy between Japanese and British educational systems highlights somecrucial differences and similarities and points out overarching themes across the two countries. Mitsuru Fujie compares and contrasts the different educational meanings of "play" between Japan and the United States, and articulates the nature of play in the context of Japanese art education. Masako Iwano's study describes a case of cross-cultural aesthetic education in a small Japanese community and how this cultural interaction through art impacts that community.The perspectives of all of these authors are decidedly international. They are not only committed to, and engaged directly in, the current practice of Japanese education but have developed an international viewpoint through experiences overseas. Some have conducted research at educational institutions in other countries, and others have participated in the activities of international professional... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.4 (2003) 1-3 [Access article in PDF] Symposium:Aesthetic Education in Japan TodayThe purpose of this symposium is to provide readers with a general understanding of Japanese art and aesthetics education and its interaction with other cultures. The essays cover a variety of topics, including historical, cross-cultural, theoretical, and practical perspectives.First, the development and establishment of art education in the Japanese education system is introduced. (...) Kingo Masuda's essay provides a brief history of art education policy and how a formal system of art education has been organized from the modern era to the present. Takuya Kaneda examines the foundation for the historical evolution of the major reform movements in Japanese art education. He focuses on the philosophies of three pioneers who guided the movements and sheds light on to the role that "freedom" has played in the context of aesthetic education. Their historical studies show how the modern Japanese educational system incorporated the Western notion of art education into its foundation. Western art educators have given Japanese art educators the impetus to modernize the theory and practice of art education.The attempt to go beyond the modern framework of arts and aesthetic education is discussed in some authors' essays. Yoko Hino examines a key educational term, "Creative Play (Zokei Asobi)," and points out the dilemma educators face working within the modern framework that divides subject matter completely from individuality. Yasuaki Okamoto, in his philosophical essay, discusses the change in the nature of self-understanding in theage of media expansion. His point is that our sense of reality is no longer confined to physical existence, and that media provides us with a new kind of experience of self and reality. Kinichi Fukumoto illustrates the essential structure of art education with the metaphor of Disneyland, and emphasizes art education as an incomplete, further evolving project. Motoki Nagamori discusses Rousseau's concept of nature as a foundation for modern theory and practice of art education and suggests an alternative concept that incorporates cultural, linguistic, and media aspects. Based on a historical study on evaluation methods, Kazumi Yamada suggests that qualitative factors should play a significant role for improving art education.Some authors emphasize the current concern for integrating art with other disciplines in order to alter our understanding about aesthetic education. [End Page 1] Advocating for the integration of art and media literacy based on the educational principles of the Bauhaus, Kenta Motomura explores the possibility of media technology for a new type of expression. Kazuhiro Ishizaki and Wenchun Wang describe their cross-cultural study on children's aesthetic development to stress the importance of the communal, cultural, and linguistic considerations of integrated study, historically overlooked in traditional aesthetic education. Focusing on blending music and visual arts, Masashi Okada introduces his theory and practice of integrated study developed over many years.In addition, globalization and its effect on art education has become an important topic. Engaging in a cross-cultural dialogue is a critical part of this issue. Akio Okazaki discusses what Arthur Wesley Dow, an Americanart educator, recognized and learned by encountering the otherness of Japanese art. Yoshimasa Kaneko's study shows how Japanese aesthetics and Johannes Itten (the founder of Ittenschule in Germany) had a significant philosophical influence on each other. Toshio Naoe's comparativestudy between Japanese and British educational systems highlights somecrucial differences and similarities and points out overarching themes across the two countries. Mitsuru Fujie compares and contrasts the different educational meanings of "play" between Japan and the United States, and articulates the nature of play in the context of Japanese art education. Masako Iwano's study describes a case of cross-cultural aesthetic education in a small Japanese community and how this cultural interaction through art impacts that community.The perspectives of all of these authors are decidedly international. They are not only committed to, and engaged directly in, the current practice of Japanese education but have developed an international viewpoint through experiences overseas. Some have conducted research at educational institutions in other countries, and others have participated in the activities of international professional... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.4 (2003) 1-3 [Access article in PDF] Symposium:Aesthetic Education in Japan TodayThe purpose of this symposium is to provide readers with a general understanding of Japanese art and aesthetics education and its interaction with other cultures. The essays cover a variety of topics, including historical, cross-cultural, theoretical, and practical perspectives.First, the development and establishment of art education in the Japanese education system is introduced. (...) Kingo Masuda's essay provides a brief history of art education policy and how a formal system of art education has been organized from the modern era to the present. Takuya Kaneda examines the foundation for the historical evolution of the major reform movements in Japanese art education. He focuses on the philosophies of three pioneers who guided the movements and sheds light on to the role that "freedom" has played in the context of aesthetic education. Their historical studies show how the modern Japanese educational system incorporated the Western notion of art education into its foundation. Western art educators have given Japanese art educators the impetus to modernize the theory and practice of art education.The attempt to go beyond the modern framework of arts and aesthetic education is discussed in some authors' essays. Yoko Hino examines a key educational term, "Creative Play (Zokei Asobi)," and points out the dilemma educators face working within the modern framework that divides subject matter completely from individuality. Yasuaki Okamoto, in his philosophical essay, discusses the change in the nature of self-understanding in theage of media expansion. His point is that our sense of reality is no longer confined to physical existence, and that media provides us with a new kind of experience of self and reality. Kinichi Fukumoto illustrates the essential structure of art education with the metaphor of Disneyland, and emphasizes art education as an incomplete, further evolving project. Motoki Nagamori discusses Rousseau's concept of nature as a foundation for modern theory and practice of art education and suggests an alternative concept that incorporates cultural, linguistic, and media aspects. Based on a historical study on evaluation methods, Kazumi Yamada suggests that qualitative factors should play a significant role for improving art education.Some authors emphasize the current concern for integrating art with other disciplines in order to alter our understanding about aesthetic education. [End Page 1] Advocating for the integration of art and media literacy based on the educational principles of the Bauhaus, Kenta Motomura explores the possibility of media technology for a new type of expression. Kazuhiro Ishizaki and Wenchun Wang describe their cross-cultural study on children's aesthetic development to stress the importance of the communal, cultural, and linguistic considerations of integrated study, historically overlooked in traditional aesthetic education. Focusing on blending music and visual arts, Masashi Okada introduces his theory and practice of integrated study developed over many years.In addition, globalization and its effect on art education has become an important topic. Engaging in a cross-cultural dialogue is a critical part of this issue. Akio Okazaki discusses what Arthur Wesley Dow, an Americanart educator, recognized and learned by encountering the otherness of Japanese art. Yoshimasa Kaneko's study shows how Japanese aesthetics and Johannes Itten (the founder of Ittenschule in Germany) had a significant philosophical influence on each other. Toshio Naoe's comparativestudy between Japanese and British educational systems highlights somecrucial differences and similarities and points out overarching themes across the two countries. Mitsuru Fujie compares and contrasts the different educational meanings of "play" between Japan and the United States, and articulates the nature of play in the context of Japanese art education. Masako Iwano's study describes a case of cross-cultural aesthetic education in a small Japanese community and how this cultural interaction through art impacts that community.The perspectives of all of these authors are decidedly international. They are not only committed to, and engaged directly in, the current practice of Japanese education but have developed an international viewpoint through experiences overseas. Some have conducted research at educational institutions in other countries, and others have participated in the activities of international professional... (shrink)

Recently Lafont [6] showed the finite model property for the multiplicative additive fragment of linear logic (MALL) and for affine logic (LLW), i.e., linear logic with weakening. In this paper, we shall prove the finite model property for intuitionistic versions of those, i.e. intuitionistic MALL (which we call IMALL), and intuitionistic LLW (which we call ILLW). In addition, we shall show the finite model property for contractive linear logic (LLC), i.e., linear logic with contraction, and for its intuitionistic version (ILLC). (...) The finite model property for related substructural logics also follow by our method. In particular, we shall show that the property holds for all of FL and GL - -systems except FL c and GL - c of Ono [11], that will settle the open problems stated in Ono [12]. (shrink)

Recently Lafont [6] showed the finite model property for the multiplicative additive fragment of linear logic and for affine logic, i.e., linear logic with weakening. In this paper, we shall prove the finite model property for intuitionistic versions of those, i.e. intuitionistic MALL, and intuitionistic LLW. In addition, we shall show the finite model property for contractive linear logic, i.e., linear logic with contraction, and for its intuitionistic version. The finite model property for related substructural logics also follow by our (...) method. In particular, we shall show that the property holds for all of FL and GL$^-$-systems except FL$_c$ and GL$^-_c$ of Ono [11], that will settle the open problems stated in Ono [12]. (shrink)

We introduce subsystems WLJ and SI of the intuitionistic propositional logic LJ, by weakening the intuitionistic implication. These systems are justifiable by purely constructive semantics. Then the intuitionistic implication with full strength is definable in the second order versions of these systems. We give a relationship between SI and a weak modal system WM. In Appendix the Kripke-type model theory for WM is given.

We present some ideas on logical process descriptions, using relations from the DIO (Drug Interaction Ontology) as examples and explaining how these relations can be naturally decomposed in terms of more basic structured logical process descriptions using terms from linear logic. In our view, the process descriptions are able to clarify the usual relational descriptions of DIO. In particular, we discuss the use of logical process descriptions in proving linear logical theorems. Among the types of reasoning supported by DIO one (...) can distinguish both (1) basic reasoning about general structures in reality and (2) the domain-specific reasoning of experts. We here propose a clarification of this important distinction between (realist) reasoning on the basis of an ontology and rule-based inferences on the basis of an expert’s view. (shrink)

To investigate the cognitive processes underlying creative inspiration, we tested the extent to which viewing or copying prior examples impacted creative output in art. In Experiment 1, undergraduates made drawings under three conditions: copying an artist's drawing, then producing an original drawing; producing an original drawing without having seen another's work; and copying another artist's work, then reproducing that artist's style independently. We discovered that through copying unfamiliar abstract drawings, participants were able to produce creative drawings qualitatively different from the (...) model drawings. Process analyses suggested that participants' cognitive constraints became relaxed, and new perspectives were formed from copying another's artwork. Experiment 2 showed that exposure to styles of artwork considered unfamiliar facilitated creativity in drawing, while styles considered familiar did not do so. Experiment 3 showed that both copying and thoroughly viewing artwork executed using an unfamiliar style facilitated creativity in drawing, whereas merely thinking about alternative styles of artistic representation did not do so. These experiments revealed that deep encounters with unfamiliar artworks—whether through copying or prolonged observation—change people's cognitive representations of the act of drawing to produce novel artwork. (shrink)

It is well known that the modal logic S5 can be embedded in the classical predicate logic by interpreting the modal operator in terms of a quantifier. Wajsberg [10] proved this fact in a syntactic way. Mints [7] extended this result to the quantified version of S5; using a purely proof-theoretic method he showed that the quantified S5 corresponds to the classical predicate logic with one-sorted variable. In this paper we extend Mints' result to the basic modal logic S4; we (...) investigate the correspondence between the quantified versions of S4 (with and without the Barcan formula) and the classical predicate logic (with one-sorted variable). We present a purely proof-theoretic proof-transformation method, reducing an LK-proof of an interpreted formula to a modal proof. (shrink)

The laser chaos decision maker has been demonstrated to enable ultra-high-speed solutions of multiarmed bandit problems or decision-making in the GHz order. However, the underlying mechanisms are not well understood. In this paper, we analyze the chaotic dynamics inherent in experimentally observed laser chaos time series via surrogate data and further accelerate the decision-making performance via parameter optimization. We first evaluate the negative autocorrelation in a chaotic time series and its impact on decision-making detail. Then, we analyze the decision-making ability (...) using three different surrogate chaos time series to examine the underlying mechanism. We clarify that the negative autocorrelation of laser chaos improves decision-making and that the amplitude distribution of the original laser chaos time series is not optimal. Hence, we introduce a new parameter for adjusting the amplitude distribution of the laser chaos to enhance the decision-making performance. This study provides a new insight into exploiting the supremacy of chaotic dynamics in artificially constructed intelligent systems. (shrink)

The involvement of nitric oxide in cerebellar long-term depression is supported by the observation that nitric oxide is released by climbing fiber stimulation and by pharmacological tool usage. Two forms of long-term depression should be distinguished by their physiological relevance. [CRÉPEL et al.; LINDEN; VINCENT].

We treat a class of multi-person bargaining mechanisms based on games in coalitional form. For this class of games we identify properties of non-cooperative solution concepts, which are necessary and sufficient for the equilibrium outcomes to coincide with the core of the underlying coalitional form game. We view this result as a non-cooperative axiomatization of the core. In contrast to most of the literature on multi-person bargaining we avoid a precise specification of the rules of the game. Alternatively, we impose (...) properties of such games, which give rise to a large class of mechanisms, all of which are relevant for our axiomatization. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.4 (2003) 73-84 [Access article in PDF] Music-Picture:One Form of Synthetic Art Education"Music-picture (a picture drawn through musical perception)" has been widely accepted by art educators in Japan. The purpose of this essay is to propose the making of music-pictures as art education and to put it on afirm theoretical base. I first investigate three gestalt rules: adjacency, continuance, and resemblance, all of which (...) are applicable to the senses of both seeing and hearing. Next I present research on color hearing as one version ofsynaesthesia, which is the comprehensive faculty that binds the five senses in various ways. The well-organized music-picture program by Kaoru Sasaki 1 is introduced as an example. 2 The synthetic art-educational value of music-picture will become clearer through these examinations. The Interrelations between Visual Arts and Music It is exciting that the visual arts meet music in an art class, even if these subjects are entirely different in regard to media, expressive form, the category of perception, and mastery of techniques. Put simply, Picasso's works are visible, whereas Stravinsky's pieces are invisible. Nevertheless, both powerfully convey imaginative and often narrative messages. Relying on intuition alone, I firmly believe both are interchangeable.My research on common methods of organizing both recorded music and painting was my first observation of the mutual relationship between music and visual arts. 3 But what I considered then would not be applied to art class directly because the research was based on my practical experience. It did not have any educational goals. Now I recognize that instructive approaches are necessary to lay the foundation for art classes dealing with interaction between two distinct modalities.In Japan, the Ministry of Education and Science provides the government curriculum guidelines nearly every ten years. It contains descriptions on two subjects: The visual arts and music taught in these classes are at an elementary school level and a junior high school level, both located within a compulsory education system. The new version has been in force since April 2002 (the new school term starts in April in Japan). Objectives in the two educational fields are similar and ideas of what art and music education ought to be are almost the same. The aim common to both in the government curriculum guidelines: "Through expression and appreciation, we [End Page 73] cultivate students' sentiments" invites the linking of music and the visual arts across the curriculum.Many art educators in Japan are interested in this sort of idea and have actually put it into practice. 4 They are engaged in interrelating or even unifying music and the visual arts. Additionally I know other teachers who have designed and proposed many ideas toward this crossover. Listed below are general ideas that seek to combine visual arts with music in an art class.1) Music-picture: to make a pictorial description of impressions received from music.2) Sound map: to make a map of sounds heard at a given location. Each sound is visualized by simple marks like - - -, <<<, ~~~, ooo, and xxx.3) Graphic notation: to write a score which directs the details, whole form, and progression of music by graphics instead of staff notation. Using onomatopoeias or instructions by words are common. It can be improvised, based on intuitively translating visual impacts into sounds.4) Sound toy: to make an original musical instrument of familiar easil obtained materials. For instance, a corrugated cardboard ukulele whose strings are rubber bands, a pair of maracas made of empty cans and soybeans, and so forth.5) Sound sculpture: to make sculpture producing interesting sounds (sometimes noises like creak or clatter). Extensive genres: wood sculpture, metal construction, assemblage (junk arts), kinetic arts, and so on.6) Sound installation: to make a place where participants experience sounds generated by objects or equipment.7) Multimedia: in the broad sense, to mix visuals with music; noises like jingle, tap, and bang! in daily life, or natural environmental sounds like a pit-a-pat of falling rain, a whisper of leaves, or... (shrink)

Kurt Gödel (1906-1978) did groundbreaking work that transformed logic and other important aspects of our understanding of mathematics, especially his proof of the incompleteness of formalized arithmetic. This book on different aspects of his work and on subjects in which his ideas have contemporary resonance includes papers from a May 2006 symposium celebrating Gödel's centennial as well as papers from a 2004 symposium. Proof theory, set theory, philosophy of mathematics, and the editing of Gödel's writings are among the topics covered. (...) Several chapters discuss his intellectual development and his relation to predecessors and contemporaries such as Hilbert, Carnap, and Herbrand. Others consider his views on justification in set theory in light of more recent work and contemporary echoes of his incompleteness theorems and the concept of constructible set"--Provided by publisher. (shrink)

In the performing arts, such as music and dance performances, people actively interact with each other and show their exciting performances. Some studies have proposed that this interaction is a social origin of the performing arts. Some have further investigated this phenomenon based on the synchronization and coordination theory. Though the majority of these studies have focused on the collaborative context, several genres of the performing arts, such as jazz sessions and breakdance battles, have a competitive context. Several studies have (...) suggested that, in this competitive context, performers actively interact with each other and construct some correspondence. Moreover, a few recent studies focusing on competitive conversations, such as debates, have shown that, compared to people's interactions in collaborative conversations, people in competitive contexts frequently coordinate their behaviors in complicated ways. However, the interaction and coordination among performers in these competitive contexts have not been sufficiently investigated. Therefore, we investigated the coordination of expert breakdancers in battle scenes and measured their rhythmic movements using a motion capture system. We calculated the relative phase of the rhythmic movements between two dancers to investigate their coordination. The results showed that the dancers' rhythmic movements tended to synchronize in an anti-phase fashion, which means that there were similarities as well as differences between the two dancers' rhythmic movements. Furthermore, this pattern of coordination changed dynamically as time elapsed, from an in-phase synchronization or leader-follower relationships to an anti-phase synchronization and then leader-follower relationships. (shrink)

Hobbes's unusual religious views in his classical work, Leviathan, are often seen as a product of his attempt to reconcile Christianity with his philosophical materialism. Yet given Hobbes's materialistic view in his earlier works too, this explanatory framework alone is not sufficient for grasping distinctive features of Leviathan. This article remedies this lacuna by paying close attention to an understudied aspect of the development of Hobbes's religious theory from The Elements of Law to Leviathan: his treatment of the supernatural and, (...) particularly, of matters of faith known by supernatural revelation as opposed to natural reason. I argue that over time Hobbes developed an epistemological analysis of supernatural revelation and refined his argument about the sense in which matters of faith are supernatural and about the extent to which they are found in the Bible. It was not materialism per se but the more sophisticated analysis of the supernatural in Leviathan that enabled Hobbes to admit the sphere of the supernatural to a much smaller extent than in De Cive and to discuss in detail what he sees as a matter of faith and beyond the scope of philosophy in De Cive. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.4 (2003) 73-84 [Access article in PDF] Music-Picture:One Form of Synthetic Art Education"Music-picture (a picture drawn through musical perception)" has been widely accepted by art educators in Japan. The purpose of this essay is to propose the making of music-pictures as art education and to put it on afirm theoretical base. I first investigate three gestalt rules: adjacency, continuance, and resemblance, all of which (...) are applicable to the senses of both seeing and hearing. Next I present research on color hearing as one version ofsynaesthesia, which is the comprehensive faculty that binds the five senses in various ways. The well-organized music-picture program by Kaoru Sasaki 1 is introduced as an example. 2 The synthetic art-educational value of music-picture will become clearer through these examinations. The Interrelations between Visual Arts and Music It is exciting that the visual arts meet music in an art class, even if these subjects are entirely different in regard to media, expressive form, the category of perception, and mastery of techniques. Put simply, Picasso's works are visible, whereas Stravinsky's pieces are invisible. Nevertheless, both powerfully convey imaginative and often narrative messages. Relying on intuition alone, I firmly believe both are interchangeable.My research on common methods of organizing both recorded music and painting was my first observation of the mutual relationship between music and visual arts. 3 But what I considered then would not be applied to art class directly because the research was based on my practical experience. It did not have any educational goals. Now I recognize that instructive approaches are necessary to lay the foundation for art classes dealing with interaction between two distinct modalities.In Japan, the Ministry of Education and Science provides the government curriculum guidelines nearly every ten years. It contains descriptions on two subjects: The visual arts and music taught in these classes are at an elementary school level and a junior high school level, both located within a compulsory education system. The new version has been in force since April 2002 (the new school term starts in April in Japan). Objectives in the two educational fields are similar and ideas of what art and music education ought to be are almost the same. The aim common to both in the government curriculum guidelines: "Through expression and appreciation, we [End Page 73] cultivate students' sentiments" invites the linking of music and the visual arts across the curriculum.Many art educators in Japan are interested in this sort of idea and have actually put it into practice. 4 They are engaged in interrelating or even unifying music and the visual arts. Additionally I know other teachers who have designed and proposed many ideas toward this crossover. Listed below are general ideas that seek to combine visual arts with music in an art class.1) Music-picture: to make a pictorial description of impressions received from music.2) Sound map: to make a map of sounds heard at a given location. Each sound is visualized by simple marks like - - -, <<<, ~~~, ooo, and xxx.3) Graphic notation: to write a score which directs the details, whole form, and progression of music by graphics instead of staff notation. Using onomatopoeias or instructions by words are common. It can be improvised, based on intuitively translating visual impacts into sounds.4) Sound toy: to make an original musical instrument of familiar easil obtained materials. For instance, a corrugated cardboard ukulele whose strings are rubber bands, a pair of maracas made of empty cans and soybeans, and so forth.5) Sound sculpture: to make sculpture producing interesting sounds (sometimes noises like creak or clatter). Extensive genres: wood sculpture, metal construction, assemblage (junk arts), kinetic arts, and so on.6) Sound installation: to make a place where participants experience sounds generated by objects or equipment.7) Multimedia: in the broad sense, to mix visuals with music; noises like jingle, tap, and bang! in daily life, or natural environmental sounds like a pit-a-pat of falling rain, a whisper of leaves, or... (shrink)