Publications.
2022
Title: Real-Time Scheduling of Machine Learning Operations on Heterogeneous Neuromorphic SoC [GitHub Code]
Author: A. Das
Conference: 20th ACM-IEEE International Conference on Formal Methods and Models for System Design (MEMOCODE)
Date: October 13-14, 2022
Title: Built-In Functional Testing of Analog In-Memory Accelerators for Deep Neural Networks
Author: A. Mishra, A. Das and N. Kandasamy
Journal: Electronics, 11, 2592
Date: August, 2022
Title: Learning in Feedback-driven Recurrent Spiking Neural Networks using full-FORCE Training
Author: A. Paul, S. Wagner and A. Das
Conference: IEEE International Joint Conference on Neural Networks (IJCNN)
Date: July 18-23, 2022
Title: Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity
Author: M. Halac, M. Isik, H. Ayaz and A. Das
Conference: IEEE International Joint Conference on Neural Networks (IJCNN)
Date: July 18-23, 2022
Author: L. Niedermeier, K. Chen, J. Xing, A. Das, J. Kopsick, E. Scott, N. Sutton, K. Weber, N. Dutt and J. L. Krichmar
Conference: IEEE International Joint Conference on Neural Networks (IJCNN)
Date: July 18-23, 2022
Title: A Design Methodology for Fault-Tolerant Computing using Astrocyte Neural Networks
Author: M. Isik, A. Paul, M. L. Varshika and A. Das
Conference: 19th ACM International Conference on Computing Frontiers (CF)
Date: May 17-19, 2022, Turin, Italy
Title: Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
Author: S. Song, A. Balaji, A. Das and N. Kandasamy
Journal: ACM Transactions on Embedded Computing (TECS)
Date:2022
Title: Nonvolatile Memories in Spiking Neural Network Architectures: Current and Emerging Trends
Author: L. M. Varshika, F. Corradi and A. Das
Journal: Electronics, 11(10), 1610
Date: 2022
Title: Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants
Author: A. Paul, M. Tajin, A. Das, W. Mongan and K. Dandekar
Journal: Electronics, 11(5), 682
Date: 2022
Title: On the Mitigation of Read Disturbances In Neuromorphic Inference Hardware
Author: A. Paul, S. Song, T. Titirsha and A. Das
Journal: IEEE Design and Test
Date: 2022
Title: Design of Many-Core Big Little uBrains for Energy-Efficient Embedded Neuromorphic Computing
Author: M. Lakshmi Varshika, A. Balaji, F. Corradi, A. Das, J. Stuijt and F. Catthoor
Conference: Proceedings of the IEEE Design, Automation and Test in Europe Conference (DATE)
Date: March 14-23, 2022, Antwerp, Belgium
2021
Contact.
- DISCO Lab,
- Electrical and Computer Engineering Department,
- Drexel University
- 3101 Market Street, Suite 236,
- Philadelphia, PA 19104, USA