Multimodal Analgesia
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Multimodal Analgesia
Multimodal may refer to: * Scenic route * Multimodal distribution, a statistical distribution of values with multiple peaks * Multimodal interaction, a form of human-machine interaction using multiple modes of input/output * Multimodal therapy, an approach to psychotherapy * Multimodal learning, machine learning methods using multiple input modalities * Multimodal transport, a contract for delivery involving the use of multiple modes of goods transport * Multimodality, the use of several modes (media) in a single artifact * Multimodal logic A multimodal logic is a modal logic that has more than one primitive modal operator. They find substantial applications in theoretical computer science. Overview A modal logic with ''n'' primitive unary modal operators \Box_i, i\in \ is called an ' ... modal logic that has more than one primitive modal operator * Evolutionary multimodal optimization, finding all or most of the multiple (at least locally optimal) solutions of a problem See also ...
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Scenic Route
A scenic route, tourist road, tourist drive, scenic byway, or holiday road is a specially designated road or waterway that travels through an area of natural or cultural beauty. It often passes by scenic viewpoints. The designation is usually determined by a governmental body, such as a Department of Transportation or a Ministry of Transport. Tourist highway A tourist highway, tourist route, or holiday route is a road that is marketed as being particularly suited for tourists. Tourist highways may be formed when existing roads are promoted with traffic signs and advertising material. Some tourist highways such as the Blue Ridge Parkway are built especially for tourism purposes. Others may be roadways enjoyed by local citizens in areas of unique or exceptional natural beauty, such as the Lake District. Still others, such as the Lincoln Highway in Illinois are former main roads, only designated as "scenic" after most traffic bypasses them (termed scenic highway in the United St ...
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Multimodal Distribution
In statistics, a multimodal distribution is a probability distribution with more than one mode (i.e., more than one local peak of the distribution). These appear as distinct peaks (local maxima) in the probability density function, as shown in Figures 1 and 2. Categorical, continuous, and discrete data can all form multimodal distributions. Among univariate analyses, multimodal distributions are commonly bimodal. Terminology When the two modes are unequal the larger mode is known as the major mode and the other as the minor mode. The least frequent value between the modes is known as the antimode. The difference between the major and minor modes is known as the amplitude. In time series the major mode is called the acrophase and the antimode the batiphase. Galtung's classification Galtung introduced a classification system (AJUS) for distributions: *A: unimodal distribution – peak in the middle *J: unimodal – peak at either end *U: bimodal – peaks at both ends ...
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Multimodal Interaction
Multimodal interaction provides the user with multiple modes of interacting with a system. A multimodal interface provides several distinct tools for input and output of data. Multimodal human-computer interaction involves natural communication with virtual and physical environments. It facilitates free and natural communication between users and automated systems, allowing flexible input (speech, handwriting, gestures) and output (speech synthesis, graphics). Multimodal fusion combines inputs from different modalities, addressing ambiguities. Two major groups of multimodal interfaces focus on alternate input methods and combined input/output. Multiple input modalities enhance usability, benefiting users with impairments. Mobile devices often employ XHTML+Voice for input. Multimodal biometric systems use multiple biometrics to overcome limitations. Multimodal sentiment analysis involves analyzing text, audio, and visual data for sentiment classification. GPT-4, a multimodal ...
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Multimodal Therapy
Multimodal therapy (MMT) is an approach to psychotherapy devised by psychologist Arnold Lazarus, who originated the term ''behavior therapy'' in psychotherapy. It is based on the idea that humans are biological beings that think, feel, act, sense, imagine, and interact—and that psychological treatment should address each of these ''modalities''. Multimodal assessment and treatment follows seven reciprocally influential dimensions of personality (or ''modalities'') known by their acronym ''BASIC I.D.'': behavior, affect, sensation, imagery, cognition, interpersonal relationships, and drugs/biology. Multimodal therapy is based on the idea that the therapist must address these multiple modalities of an individual to identify and treat a mental disorder. According to MMT, each individual is affected in different ways and in different amounts by each dimension of personality, and should be treated accordingly for treatment to be successful. It sees individuals as products of interplay ...
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Multimodal Learning
Multimodal learning is a type of deep learning that integrates and processes multiple types of data, referred to as modalities, such as text, audio, images, or video. This integration allows for a more holistic understanding of complex data, improving model performance in tasks like visual question answering, cross-modal retrieval, text-to-image generation, aesthetic ranking, and image captioning. Large multimodal models, such as Google Gemini and GPT-4o, have become increasingly popular since 2023, enabling increased versatility and a broader understanding of real-world phenomena. Motivation Data usually comes with different modalities which carry different information. For example, it is very common to caption an image to convey the information not presented in the image itself. Similarly, sometimes it is more straightforward to use an image to describe information which may not be obvious from text. As a result, if different words appear in similar images, then these words ...
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Multimodal Transport
Multimodal transport (also known as combined transport) is the transportation of goods under a single contract, but performed with at least two different modes of transport; the carrier is liable (in a legal sense) for the entire carriage, even though it is performed by several different modes of transport (by rail, sea and road, for example). The carrier does not have to possess all the means of transport, and in practice usually does not; the carriage is often performed by sub-carriers (referred to in legal language as "actual carriers"). The carrier responsible for the entire carriage is referred to as a multimodal transport operator, or MTO. Article 1.1. of the ''United Nations Convention on International Multimodal Transport of Goods'' (Geneva, 24 May 1980) (which will only enter into force 12 months after 30 countries ratify; as of May 2019, only 6 countries have ratified the treaty) defines multimodal transport as follows: "'International multimodal transport' means the ca ...
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Multimodality
Multimodality is the application of multiple literacies within one medium. Multiple literacies or "modes" contribute to an audience's understanding of a composition. Everything from the placement of images to the organization of the content to the method of delivery creates meaning. This is the result of a shift from isolated text being relied on as the primary source of communication, to the image being utilized more frequently in the digital age. Multimodality describes communication practices in terms of the textual, aural, linguistic, spatial, and visual resources used to compose messages. While all communication, literacy, and composing practices are and always have been multimodal, academic and scientific attention to the phenomenon only started gaining momentum in the 1960s. Work by Roland Barthes and others has led to a broad range of disciplinarily distinct approaches. More recently, rhetoric and composition instructors have included multimodality in their coursework. ...
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Multimodal Logic
A multimodal logic is a modal logic that has more than one primitive modal operator. They find substantial applications in theoretical computer science. Overview A modal logic with ''n'' primitive unary modal operators \Box_i, i\in \ is called an ''n''-modal logic. Given these operators and negation, one can always add \Diamond_i modal operators defined as \Diamond_i P if and only if \lnot \Box_i \lnot P, to give a classical multimodal logic if it is in addition stable under necessitation (or "possibilization", therefore) of both members of provable equivalences. Perhaps the first substantive example of a two-modal logic is Arthur Prior's tense logic, with two modalities, F and P, corresponding to "sometime in the future" and "sometime in the past". A logic with infinitely many modalities is dynamic logic, introduced by Vaughan Pratt in 1976 and having a separate modal operator for every regular expression. A version of temporal logic introduced in 1977 and intended for program v ...
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