Rashmi Jha

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 32

Top Topics

Associative Learning

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Corey Butts, Rashmi Jha, Temesguen Messay Kebede, David Kapp
Resilient Embedded Systems Designs via on the Fly Generation of Adaptive Degenerate Components Using Machine Learning. IEEE Trans. Computers 72 (5) (2023)
Siddharth Barve, Rashmi Jha
Neuromorphic Dendritic Synapse Integrating Gated-RRAM. MWSCAS (2023)
Joseph Bertrand, Nick Griffey, Ming-Lun Lu, Rashmi Jha
Studying Accuracy of Machine Learning Models Trained on Lab Lifting Data in Solving Real-World Problems Using Wearable Sensors for Workplace Safety. CoRR (2023)
Bayley King, Rashmi Jha, Temesguen Kebede, David Kapp
Securing 3rd-Party HDL IP: a Feasibility Study Using Evolutionary Methods. J. Hardw. Syst. Secur. 6 (1) (2022)
Siddharth Barve, Rashmi Jha
NeuroSOFM-Classifier: A Low Power Classifier Using Continuous Real-Time Unsupervised Clustering. NANOARCH (2022)
Alexander Jones, Rashmi Jha
Exploring the associative learning capabilities of the segmented attractor network for lifelong learning. Frontiers Artif. Intell. 5 (2022)
Junjun Huan, Nicholas Olexa, Brett Hochman, Swarup Bhunia, Rashmi Jha, Soumyajit Mandal
Intrinsically Secure Non-Volatile Memory Using ReRAM Devices. IEEE Access 10 (2022)
Alexander Jones, Aaron Ruen, Rashmi Jha
A Spiking Neuromorphic Architecture Using Gated-RRAM for Associative Memory. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Thomas Brennan, Ming-Lun Lu, Rashmi Jha, Joseph Bertrand
Machine Learning for Detection and Risk Assessment of Lifting Action. IEEE Trans. Hum. Mach. Syst. 52 (6) (2022)
Alexander Jones, Rashmi Jha
A Compact Gated-Synapse Model for Neuromorphic Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (9) (2021)
Siddharth Barve, Sanket Shukla, Sai Manoj Pudukotai Dinakarrao, Rashmi Jha
Adversarial Attack Mitigation Approaches Using RRAM-Neuromorphic Architectures. ACM Great Lakes Symposium on VLSI (2021)
Aaron Ruen, Abhijeet Barua, Rashmi Jha, John M. Emmert
Fully BEOL-Compatible Switch Boxes Using RRAMs and Thin Film Transistors for Reconfigurable and Secure ICs. MWSCAS (2021)
Carla Purdy, John M. Emmert, Rashmi Jha, Ranga Vemuri
Educating the Next Generation of Cybersecurity Defenders at the University of Cincinnati. MWSCAS (2021)
Tyler Westland, Nan Niu, Rashmi Jha, David Kapp, Temesguen Kebede
Semi-Automatic Bug Generation Using Test Case Negation. CSR (2021)
Alexander Jones, Andrew Rush, Cory E. Merkel, Eric Herrmann, Ajey P. Jacob, Clare Thiem, Rashmi Jha
A neuromorphic SLAM architecture using gated-memristive synapses. Neurocomputing 381 (2020)
Dillon Staub, Rashmi Jha, David Kapp
A CRISPR-Cas-Inspired Mechanism for Detecting Hardware Trojans in FPGA Devices. CoRR (2020)
Tony Bailey, Andrew Ford, Siddharth Barve, Jacob Wells, Rashmi Jha
Development of a Short-Term to Long-Term Supervised Spiking Neural Network Processor. IEEE Trans. Very Large Scale Integr. Syst. 28 (11) (2020)
Michael L. Santacroce, Daniel J. Koranek, Rashmi Jha
Detecting Malware Code as Video With Compressed, Time-Distributed Neural Networks. IEEE Access 8 (2020)
Kristian Snyder, Thomas Brennan, Ming-Lun Lu, Rashmi Jha, Menekse S. Barim, Marie Hayden, Dwight Werren
A deep learning approach for lower back-pain risk prediction during manual lifting. CoRR (2020)
Tyler Westland, Nan Niu, Rashmi Jha, David Kapp, Temesguen Kebede
Relating the Empirical Foundations of Attack Generation and Vulnerability Discovery. IRI (2020)
Drew Hanna, Rashmi Jha
Secured IC Provisioning Using Advanced Memory Devices. MWSCAS (2020)
Andrew Ford, Rashmi Jha
Memristive Device Variability Performance Impact on Neuromorphic Machine Learning Hardware. IGSC (Workshops) (2020)
Bayley King, Siddharth Barve, Andrew Ford, Rashmi Jha
Unsupervised Clustering of COVID-19 Chest X-Ray Images with a Self-Organizing Feature Map. MWSCAS (2020)
Thomas Schultz, Rashmi Jha, Matthew J. Casto, Brian Dupaix
Vulnerabilities and Reliability of ReRAM Based PUFs and Memory Logic. IEEE Trans. Reliab. 69 (2) (2020)
Alexander Jones, Rashmi Jha
A Compact Gated-Synapse Model for Neuromorphic Circuits. CoRR (2020)
Alexander Jones, Rashmi Jha, Ajey P. Jacob, Cory E. Merkel
A Segmented Attractor Network for Neuromorphic Associative Learning. ICONS (2019)
Thomas Schultz, Rashmi Jha
Operating Temperature Based Vulnerabilities in ReRAM. MWSCAS (2019)
Amir H. Gandomi, Mahmoud Daneshmand, Rashmi Jha, Devinder Kaur, Huansheng Ning, Calvin Robinson, Herb Schilling
Guest Editorial Nature-Inspired Approaches for IoT and Big Data. IEEE Internet Things J. 6 (6) (2019)
Eric Herrmann, Rashmi Jha
Gate-Controlled Memristors and their Applications in Neuromorphic Architectures. ACM Great Lakes Symposium on VLSI (2018)
Sam Wenke, Andrew Rush, Tony Bailey, Rashmi Jha
Novel spiking neural network utilizing short-term and long-term dynamics of 3-terminal resistive crossbar arrays. MWSCAS (2017)
Wenchao Lu, Wenbo Chen, Yibo Li, Rashmi Jha
Self Current Limiting MgO ReRAM Devices for Low-Power Non-Volatile Memory Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 6 (2) (2016)
Mohammad Nasim Imtiaz Khan, Swaroop Ghosh, Radha Krishna Aluru, Rashmi Jha
Multi-Bit Read and Write Methodologies for Diode-STTRAM Crossbar Array. CoRR (2016)
Wenchao Lu, Wenbo Chen, Prem Thapaliya, Ryan O' Dell, Rashmi Jha
Switching characteristics of MgO based self-compliant ReRAM devices. MWSCAS (2015)
Yibo Li, Wenbo Chen, Wenchao Lu, Rashmi Jha
Impact of coupling capacitance on read operation of RRAM devices in 1D1R crossbar architectures. MWSCAS (2014)
Wenchao Lu, Wenbo Chen, Yibo Li, Ahmed Kaake, Rashmi Jha
A hardware-based approach for implementing biological visual cortex-inspired image learning and recognition. MWSCAS (2014)
Wenbo Chen, Wenchao Lu, Yibo Li, Kaitlyn Alexander, Rashmi Jha
An integrated active-pixel-sensor and memristive platform for neural-inspired image learning and recognition. MWSCAS (2014)
Hadi Hajimiri, Prabhat Mishra, Swarup Bhunia, Branden Long, Yibo Li, Rashmi Jha
Content-aware encoding for improving energy efficiency in multi-level cell resistive random access memory. NANOARCH (2013)
Yibo Li, Branden Long, Saptarshi Mandal, Wenbo Chen, Rashmi Jha
Understanding the impact of diode parameters on sneak current in 1Diode 1ReRAM crossbar architectures. NANOARCH (2013)
Saptarshi Mandal, Branden Long, Ammaarah El-Amin, Rashmi Jha
Doped HfO2 based nanoelectronic memristive devices for self-learning neural circuits and architecture. NANOARCH (2013)
Branden Long, Saptarshi Mandal, Rashmi Jha, Alexander Pronin, Peter J. Hulbert
Understanding the impact of slow electro-forming in Resistive Random Access Memories. MWSCAS (2013)
Rashmi Jha, Branden Long
Understanding the Switching Mechanism in Transition Metal Oxide Based ReRAM Devices. ISVLSI (2012)