Chandramouli N. Amarnath

37 papers A 6B 7C 6Misc 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
RESOLVE: Reasoning in Hyperdimensional Spaces With Relational and Object Level Features Using Vector Symbolic Processing.
IEEE Access
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2025 C conf
Adaptive Testing of Compute-in-Memory Based CNNs Using Probabilistic Test Acceptance Limits.
IOLTS
Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Moinuddin Qureshi, Abhijit Chatterjee
2025 B conf
Confidence Driven Compact Testing of Compute-in-Memory Based Language Models.
ETS
Anurup Saha, Chandramouli N. Amarnath, Kwondo Ma, Abhijit Chatterjee
2025 A conf
EGIS: Entropy Guided Image Synthesis for Dataset-Agnostic Testing of RRAM-Based DNNs.
DATE
Anurup Saha, Chandramouli N. Amarnath, Kwondo Ma, Abhijit Chatterjee
2025 J jnl
Error Resilient Online Reinforcement Learning Using Adaptive Statistical Checks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chandramouli N. Amarnath, Mohamed Mejri, Jackson Isenberg, Abhijit Chatterjee
2025 B conf
European Test Symposium Teams: an Anniversary Snapshot.
ETS
Maksim Jenihhin, Jaan Raik, Artur Jutman, Natalia Cherezova, Raimund Ubar, Liviu Miclea, Szilárd Enyedi, I. Stefan, Ovidiu Stan, Cosmina Corches, Z. Peng, Petru Eles, Rolf Drechsler, S. Eggersglüß, Görschwin Fey, Andreas Glowatz, Daniel Tille, Georges G. E. Gielen, Anthony Coyette, Wim Dobbelaere, Ronny Vanhooren, P.-Y. Chuang, Erik Jan Marinissen, Giorgio Di Natale, M. Barragan, Paolo Maistri, S. Mir, Vatajelu I. Vatajelu, Paolo Bernardi, S. Di Carlo, Paolo Prinetto, Matteo Sonza Reorda, Massimo Violante, Haralampos-G. Stratigopoulos, M. K. Michael, Stelios Neophytou, Stavros Hadjitheophanous, Kyriakos Christou, M. Skitsas, Alberto Bosio, Bastien Deveautour, P. Girard, Marcello Traiola, Arnaud Virazel, F. Fernandes Dos Santos, Angeliki Kritikakou, Gioele Casagranda, Marzio Vallero, Flavio Vella, Paolo Rech, Letícia Maria Bolzani Poehls, Milos Krstic, Marko S. Andjelkovic, F. Vargas, Grigor Tshagharyan, Gurgen Harutyunyan, Valery A. Vardanian, Samvel K. Shoukourian, Yervant Zorian, Jennifer Dworak, Kundan Nepal, Theodore W. Manikas, Mottaqiallah Taouil, Moritz Fieback, Anteneh Gebregiorgis, Rajendra Bishnoi, Said Hamdioui, Abhijit Chatterjee, A. Saha, Suhasini Komarraju, K. Ma, Chandramouli N. Amarnath, Mehdi Baradaran Tahoori, Mahta Mayahinia, Maryam Rajabalipanah, Katayoon Basharkhah, N. Nosrati, Zahra Jahanpeima, Zain Navabi, Hans-Joachim Wunderlich, Sybille Hellebrand
2025 J jnl
OATT: Outlier-Oriented Alternative Testing and Post-Manufacture Tuning of Analog/Mixed-Signal Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Suhasini Komarraju, Akhil Tammana, Chandramouli N. Amarnath, Abhijit Chatterjee
2025 — —
Self-Checking Error Resilient Smart Autonomous System Design.
Chandramouli N. Amarnath
2025 J jnl
SiPT: Signature-Based Predictive Testing of RRAM Crossbar Arrays for Deep Neural Networks.
IEEE Trans. Emerg. Top. Comput.
Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
2025 J jnl
eCAV: An Edge-Assisted Evaluation Platform for Connected Autonomous Vehicles.
CoRR
Tyler C. Landle, Jordan Rapp, Dean Blank, Chandramouli N. Amarnath, Abhijit Chatterjee, Alexandros Daglis, Umakishore Ramachandran
2024 J jnl
A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge.
CoRR
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 — conf
ADARE-HD: Adaptive-Resolution Framework for Efficient Object Detection and Tracking via HD-Computing.
MWSCAS
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 B conf
AMS Test Stimulus Generation and Response Analysis Using Hyperdimensional Clustering: Minimizing Misclassification Rate.
ETS
Suhasini Komarraju, Mohamed Mejri, Akhil Tammana, Gowsika Dharmaraj, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 — conf
DeepER-HD: An Error Resilient HyperDimensional Computing Framework with DNN Front-End for Feature Selection.
LATS
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 C conf
Efficient Optimized Testing of Resistive RAM Based Convolutional Neural Networks.
IOLTS
Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 J jnl
Error Resilience in Deep Neural Networks Using Neuron Gradient Statistics.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee
2024 Misc conf
Error Resilient Hyperdimensional Computing Using Hypervector Encoding and Cross-Clustering.
VTS
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 J jnl
LARS-VSA: A Vector Symbolic Architecture For Learning with Abstract Rules.
CoRR
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 A conf
Learning Assisted Post-Manufacture Testing and Tuning of RRAM-Based DNNs for Yield Recovery.
DATE
Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 B conf
Post-Manufacture Criticality-Aware Gain Tuning of Timing Encoded Spiking Neural Networks for Yield Recovery.
ETS
Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 J jnl
RESOLVE: Relational Reasoning with Symbolic and Object-Level Features Using Vector Symbolic Processing.
CoRR
Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2024 B conf
Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery.
ASPDAC
Anurup Saha, Chandramouli N. Amarnath, Kwondo Ma, Abhijit Chatterjee
2024 — conf
Testing and Tuning of RRAM-Based DNNs: A Machine Learning-Assisted Approach.
MWSCAS
Kwondo Ma, Anurup Saha, Suhasini Komarraju, Chandramouli N. Amarnath, Abhijit Chatterjee
2023 C conf
A Novel Approach to Error Resilience in Online Reinforcement Learning.
IOLTS
Chandramouli N. Amarnath, Abhijit Chatterjee
2023 B conf
A Resilience Framework for Synapse Weight Errors and Firing Threshold Perturbations in RRAM Spiking Neural Networks.
ETS
Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
2023 — conf
Error Resilient Neuromorphic Systems Using Embedded Predictive Neuron Checks.
LATS
Chandramouli N. Amarnath, Abhijit Chatterjee
2023 B conf
Error Resilient Transformers: A Novel Soft Error Vulnerability Guided Approach to Error Checking and Suppression.
ETS
Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
2023 A conf
OATT: Outlier Oriented Alternative Testing and Post-Manufacture Tuning of Mixed-Signal/RF Circuits and Systems.
ITC
Suhasini Komarraju, Akhil Tammana, Chandramouli N. Amarnath, Abhijit Chatterjee
2023 — conf
Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks.
ISQED
Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee, Jacob A. Abraham
2022 A conf
Efficient Low Cost Alternative Testing of Analog Crossbar Arrays for Deep Neural Networks.
ITC
Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
2022 — conf
Low Power Neural Network Accelerators Using Collaborative Weight Tuning and Shared Shift-Add optimization.
MWSCAS
Kwondo Ma, Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
2022 C conf
Soft Error Resilient Deep Learning Systems Using Neuron Gradient Statistics.
IOLTS
Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee
2021 C conf
Addressing Soft Error and Security Threats in DNNs Using Learning Driven Algorithmic Checks.
IOLTS
Chandramouli N. Amarnath, Md Imran Momtaz, Abhijit Chatterjee
2021 A conf
Hierarchical Failure Modeling and Machine Learning Assisted Correction of Electro-Mechanical Subsystem Failures in Autonomous Vehicles.
ITC
Chandramouli N. Amarnath, Md Imran Momtaz, Abhijit Chatterjee
2021 J jnl
TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks.
CoRR
Chandramouli N. Amarnath, Aishwarya H. Balwani, Kwondo Ma, Abhijit Chatterjee
2020 A conf
Concurrent Error Detection in Embedded Digital Control of Nonlinear Autonomous Systems Using Adaptive State Space Checks.
ITC
Md Imran Momtaz, Chandramouli N. Amarnath, Abhijit Chatterjee
2020 C conf
Encoded Check Driven Concurrent Error Detection in Particle Filters for Nonlinear State Estimation.
IOLTS
Chandramouli N. Amarnath, Md Imran Momtaz, Abhijit Chatterjee