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- Maharaja Sayajirao University of BarodaIN8 papers
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6 papers · 1 filter
Measure Theoretic Approach to Nonuniform Learnability
Ankit Bandyopadhyay
An earlier introduced characterization of nonuniform learnability that allows the sample size to depend on the hypothesis to which the learner is compared has been redefined using…
A priori guarantees of finite-time convergence for Deep Neural Networks
Anushree Rankawat, Mansi Rankawat, Harshal B. Oza
In this paper, we perform Lyapunov based analysis of the loss function to derive an a priori upper bound on the settling time of deep neural networks. While previous studies have a…
ADIC: Anomaly Detection Integrated Circuit in 65nm CMOS utilizing Approximate Computing
Bapi Kar, Pradeep Kumar Gopalakrishnan, Sumon Kumar Bose +2
In this paper, we present a low-power anomaly detection integrated circuit (ADIC) based on a one-class classifier (OCC) neural network. The ADIC achieves low-power operation throug…
Revisiting Vaidya-Tikekar stellar model in the linear regime
Ranjan Sharma, Shyam Das, Megan Govender +1
We obtain a new class of solutions by revisiting the Vaidya-Tikekar stellar model in the linear regime. Making use of the Vaidya and Tikekar metric ansatz [J. Astrophys. Astron. {\…
Implementation of Google Assistant & Amazon Alexa on Raspberry Pi
Shailesh D. Arya, Samir Patel
This paper investigates the implementation of voice-enabled Google Assistant and Amazon Alexa on Raspberry Pi. Virtual Assistants are being a new trend in how we interact or do com…
Smart Attendance System Usign CNN
Shailesh Arya, Hrithik Mesariya, Vishal Parekh
The research on the attendance system has been going for a very long time, numerous arrangements have been proposed in the last decade to make this system efficient and less time c…