Edge processing in IoT using approximate and in-memory computing

بواسطة Bose, Sumon Kumar
منشور في 2021

A stacked autoencoder neural network based automated feature extraction method for anomaly detection in on-line condition monitoring

بواسطة Roy, Mohendra, Bose, Sumon Kumar, Kar, Bapi, Gopalakrishnan, Pradeep Kumar, Basu, Arindam
منشور في 2019

ADEPOS : anomaly detection based power saving for predictive maintenance using edge computing

بواسطة Bose, Sumon Kumar, Kar, Bapi, Roy, Mohendra, Gopalakrishnan, Pradeep Kumar, Basu, Arindam
منشور في 2019

Live demonstration : autoencoder-based predictive maintenance for IoT

بواسطة Gopalakrishnan, Pradeep Kumar, Kar, Bapi, Bose, Sumon Kumar, Roy, Mohendra, Basu, Arindam
منشور في 2020

ADIC: anomaly detection integrated circuit in 65-nm CMOS utilizing approximate computing

بواسطة Kar, Bapi, Gopalakrishnan, Pradeep Kumar, Bose, Sumon Kumar, Roy, Mohendra, Basu, Arindam
منشور في 2022

ADEPOS : a novel approximate computing framework for anomaly detection systems and its implementation in 65-nm CMOS

بواسطة Bose, Sumon Kumar, Kar, Bapi, Roy, Mohendra, Gopalakrishnan, Pradeep Kumar, Zhang, Lei, Patil, Aakash, Basu, Arindam
منشور في 2022

Self healable neuromorphic memtransistor elements for decentralized sensory signal processing in robotics

بواسطة John, Rohit Abraham, Tiwari, Naveen, Muhammad Iszaki Patdillah, Kulkarni, Mohit Rameshchandra, Tiwari, Nidhi, Basu, Joydeep, Bose, Sumon Kumar, Ankit, Yu, Chan Jun, Nirmal, Amoolya, Vishwanath, Sujaya Kumar, Bartolozzi, Chiara, Basu, Arindam, Mathews, Nripan
منشور في 2021

Optogenetics inspired transition metal dichalcogenide neuristors for in-memory deep recurrent neural networks

بواسطة John, Rohit Abraham, Acharya, Jyotibdha, Zhu, Chao, Surendran, Abhijith, Bose, Sumon Kumar, Chaturvedi, Apoorva, Tiwari, Nidhi, Gao, Yang, He, Yongmin, Zhang, Keke K., Xu, Manzhang, Leong, Wei Lin, Liu, Zheng, Basu, Arindam, Mathews, Nripan
منشور في 2021