مستخلص: The disclosure relates to system and method for Artificial Intelligence (AI) assisted activity training. The method includes presenting a plurality of activity categories to a user and receiving a voice-based input from the user. The method uses a Natural Language Processing (NLP) model to process the received voice-based input to extract the selection of at least one activity and at least one activity attribute. Contemporaneous to receiving voice-based input, the method presents a multimedia content in conformance with one activity and one activity attribute. In response to initiation of the multimedia content, the method further detects initiation of a user activity performance. The method captures a video of the user activity and process the video using an AI model to extract a set of user performance parameters. Further, a feedback may be generated based on differential between the set of user performance parameters and a target set of performance parameters.

مستخلص: The disclosure relates to an electric bike controlled using Artificial Intelligence (AI). The electric bike includes a mobile mount that is configured to receive a mobile device. A controller is configured to capture user information via a front camera. Further, sensors configured in the mobile device and the electric bike capture sensor information associated with the electric bike. The electric bike includes a rear camera to capture path information associated with a path being used to ride the electric bike. A first mobile application converts each of user information, sensor information, and path information into corresponding information states and determines whether these information states are deviating from associated predefined thresholds. In response to determining a deviation an alert signal is generated and a deactivating signal is transmitted to the controller to progressively curtail one functioning of the electric bike.

مستخلص: The disclosure relates to system and method for processing user input using Natural Language Processing (NLP). The method includes generating, by an NLP model, a set of input intent maps associated with a user input. The method includes matching each of the set of input intent maps with each of a plurality of pre-stored sets of intent maps. Each of the plurality of pre-stored sets of intent maps is generated from a single predefined training input and is mapped to a predefined intent and a predetermined response. The method includes determining a distance of each of the set of input intent maps relative to each of the plurality of pre-stored sets of intent maps. Further, the method includes identifying a pre-stored intent map closest to the set of input intent maps and rendering the predetermined response mapped to the pre-stored sets of intent maps to the user.

مستخلص: The disclosure relates to system and method for processing multilingual user inputs using a Single Natural Language Processing (SNLP) model. The method includes receiving a user input in a source language and translating the user input to generate a plurality of translated user inputs in an intermediate language. The method includes using the SNLP model configured only using the intermediate language to generate a plurality of sets of intermediate input vectors in the intermediate language. The method includes processing the plurality of sets of intermediate input vectors in the intermediate language using at least one of a plurality of predefined mechanisms to identify a predetermined response. The method includes translating the predetermined response to generate a translated response that is rendered to the user.

المؤلفون: Bauer, Kylynda C, Ruf, Benjamin, Myojin, Yuta, Benmebarek, Mohamed-Reda, Ma, Chi, Nur, Amran, Qi, Jonathan, Green, Benjamin L, Wabitsch, Simon, Trehan, Rajiv, Springer, Danielle, Noguchi, Audrey, Peiravi, Morteza, Potts, Heather, Korangy, Firouzeh, Greten, Tim F

المصدر: Regular and Young Investigator Award Abstracts

الإتاحة: https://doi.org/10.1136/jitc-2023-sitc2023.0988Test

المؤلفون: Ruf, Benjamin, Bruhns, Matthias, Babaei, Sepideh, Kedei, Noemi, Ma, Lichun, Revsine, Mahler, Benmebarek, Mohamed-Reda, Ma, Chi, Heinrich, Bernd, Subramanyam, Varun, Qi, Jonathan, Wabitsch, Simon, Green, Benjamin L., Bauer, Kylynda C., Myojin, Yuta, Greten, Layla T., McCallen, Justin D., Huang, Patrick, Trehan, Rajiv, Wang, Xin, Nur, Amran, Murphy Soika, Dana Qiang, Pouzolles, Marie, Evans, Christine N., Chari, Raj, Kleiner, David E., Telford, William, Dadkhah, Kimia, Ruchinskas, Allison, Stovroff, Merrill K., Kang, Jiman, Oza, Kesha, Ruchirawat, Mathuros, Kroemer, Alexander, Wang, Xin Wei, Claassen, Manfred, Korangy, Firouzeh, Greten, Tim F.

المصدر: Cell ; volume 186, issue 17, page 3686-3705.e32 ; ISSN 0092-8674

مصطلحات موضوعية: General Biochemistry, Genetics and Molecular Biology

الإتاحة: https://doi.org/10.1016/j.cell.2023.07.026Test
https://api.elsevier.com/content/article/PII:S0092867423008048?httpAccept=text/xmlTest
https://api.elsevier.com/content/article/PII:S0092867423008048?httpAccept=text/plainTest

المؤلفون: Trehan, Rajiv

مرشدي الرسالة: Wilk, Paul : Mellish, Chris

مصطلحات موضوعية: 005, Logic programming : Logic programming languages : Programming languages : Horn clauses : Committed Choice Non-Deterministic languages. : CCND languages

الوصف: The general area of developing, applying and studying new and parallel models of computation is motivated by a need to overcome the limits of current Von Neumann based architectures. A key area of research in understanding how new technology can be applied to Al problem solving is through using logic languages. Logic programming languages provide a procedural interpretation for sentences of first order logic, mainly using a class of sentence called Horn clauses. Horn clauses are open to a wide variety of parallel evaluation models, giving possible speed-ups and alternative parallel models of execution. The research in this thesis is concerned with investigating one class of parallel logic language known as Committed Choice Non-Deterministic languages. The investigation considers the inherent parallel behaviour of Al programs implemented in the CCND languages and the effect of various alternatives open to language implementors and designers. This is achieved by considering how various Al programming techniques map to alternative language designs and the behaviour of these Al programs on alternative implementations of these languages. The aim of this work is to investigate how Al programming techniques are affected (qualitatively and quantitatively) by particular language features. The qualitative evaluation is a consideration of how Al programs can be mapped to the various CCND languages. The applications considered are general search algorithms (which focuses on the committed choice nature of the languages); chart parsing (which focuses on the differences between safe and unsafe languages); and meta-level inference (which focuses on the difference between deep and flat languages). The quantitative evaluation considers the inherent parallel behaviour of the resulting programs and the effect of possible implementation alternatives on this inherent behaviour. To carry out this quantitative evaluation we have implemented a system which improves on the current interpreter based evaluation systems. The new system has an improved model of execution and allows several

الإتاحة: http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.237240Test

المؤلفون: Ansari, Ali, Trehan, Rajiv, Watson, Craig, Senyo, Samuel

المساهمون: Case School of Engineering, Case Western Reserve University, National Institutes of Health, NIH NHLBI T32 Fellow, NIH NHLBI

المصدر: Soft Materials ; volume 19, issue 4, page 388-399 ; ISSN 1539-445X 1539-4468

الإتاحة: https://doi.org/10.1080/1539445x.2020.1850476Test

المؤلفون: Ansari, Ali¹ (AUTHOR), Trehan, Rajiv¹ (AUTHOR), Watson, Craig¹ (AUTHOR), Senyo, Samuel¹ (AUTHOR) ssenyo@case.edu

المصدر: Soft Materials. 2021, Vol. 19 Issue 4, p388-399. 12p.

مصطلحات موضوعية: *POLYDIMETHYLSILOXANE, *SOFT lithography, *MICROFLUIDIC devices, *SILICON wafers, *CHEMICAL properties, *PHOTORESISTS, *LONGEVITY

مستخلص: Polydimethylsiloxane (PDMS) has been used extensively for microfluidic devices due to its chemical properties allowing for rapid molding and versatile biological application. Soft lithography-based PDMS fabrication primarily comprises casting from patterned photoresist on a silicon wafer. The patterned photoresist is often replaced with the cast PDMS as a more durable template mold for final PDMS fabrication that is less fragile and expensive. PDMS-PDMS double-casting prolongs the longevity of soft lithography molds and reduces overall costs to microfluidic applications. A common end to the lifetime of PDMS negative masters is the risk of bonding between the replicate and mold and distorted topographical features. This review examines common chemical and physical debonding approaches between PDMS-PDMS castings to extend the lifetime of PDMS masters. [ABSTRACT FROM AUTHOR]

المؤلفون: Trehan, Rajiv, Garg, Gaurav, Gupta, Ajay, Mor, Rahul S.

المصدر: International Journal of Lean Enterprise Research ; volume 2, issue 2, page 133 ; ISSN 1754-2294 1754-2308

مصطلحات موضوعية: Industrial and Manufacturing Engineering, Polymers and Plastics, Business and International Management

الإتاحة: https://doi.org/10.1504/ijler.2016.10005373Test