Publications

Journals

  1. O.Chatterjee, S.Chakrabartty, “Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems”, IEEE TNNLS, 2020. (paper)
  2. O.Chatterjee, S.Chakrabartty, “Decentralized Global Optimization Based on a Growth Transform Dynamical System Model”, IEEE TNNLS, 2018. (paper)
  3. A.Gangopadhyay*, O.Chatterjee*, S.Chakrabartty, “Extended Polynomial Growth Transforms for Design and Training of Generalized Support Vector Machines”, IEEE TNNLS, 2018. (paper)
  4. Y.Alazzawi, O.Chatterjee, S.Chakrabartty, “A Compact and Energy-efficient Ultrasound Receiver using PTAT Reference Circuit”, Elsevier Microelectronics Journal, 2019. (paper)
  5. O.Chatterjee, S.Chakrabartty, “A Unified Perspective of Evolutionary Game Dynamics Using Generalized Growth Transforms”, in arXiV. (paper)

Conferences

  1. O.Chatterjee, L.Zhou, S.Chakrabartty, “Design of a Precision, Self-Powered Time-Keeping Device using Coupled Fowler-Nordheim Tunneling”, ISCAS 2019. (paper)
  2. P.Kumar, A.R.Nair, O.Chatterjee, T.Paul, A.Ghosh, S.Chakrabartty, C.S.Thakur, “Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar based Support Vector Machines”, MWSCAS 2019. (paper)
  3. A.Gangopadhyay*, O.Chatterjee*, S.Chakrabartty, “Continuous-time Optimization using Sub-threshold Current-mode Growth Transform Circuits”, MWSCAS 2018. (paper)
  4. A.Gangopadhyay, O.Chatterjee, A.Chatterjee, “Hand shape based biometric authentication system using radon transform and collaborative representation based classification ”, ICIIP 2014. (paper)
  5. O.Chatterjee, A.Gangopadhyay, A.Chatterjee, “ Use of Statistical Methods For Dimensionality Reduction In Hand Shape Identification Employing Radon Transform And Collaborative Representation Based Classification ”, ICESC 2014. (paper)
  6. O.Chatterjee, S.Mitra, A.Gangopadhyay, “ A capacitive level monitoring system with ANN based linearization ”, CONNECT 2014. (paper)

Patents

  1. O.Chatterjee, S.Chakrabartty, "Resonant Machine Learning Algorithms, Architecture and Applications", Washington University in St.Louis, Reference Number: T-019148, 2019. (pending)

* indicates equal contribution as co-first author.

Awards

  • Best Paper Award for presenting "Use of Statistical Methods For Dimensionality Reduction In Hand Shape Identification Employing Radon Transform And Collaborative Representation Based Classification" at the International Conference on Electronic Systems, Signal Processing and Computing Technologies (ICESC 2014), Nagpur, India.
  • Awarded Scholarship under the Central Scheme of Scholarship from the Ministry of Human Resource Development (MHRD), Government of India for excellent academic performance in Higher Secondary Examination (10+2 level) 2009.