Phase change memory for synaptic plasticity application in neuromorphic systems. - Manan Suri; Veronique Sousa; Luca Perniola; Dominique Vuillaume; Barbara De Salvo (IJCNN, 2011)

Stochastic neuron design using conductive bridge RAM. - Giorgio Palma; Manan Suri; Damien Querlioz; Elisa Vianello; Barbara De Salvo (NANOARCH, 2013)

Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy. - Manan Suri; Daniele Garbin; Olivier Bichler; Damien Querlioz; Dominique Vuillaume; Christian Gamrat; Barbara De Salvo (NANOARCH, 2013)

OXRAM based ELM architecture for multi-class classification applications. - Manan Suri; Vivek Parmar; Gilbert Sassine; Fabien Alibart (IJCNN, 2015)

NoC router using STT-MRAM based hybrid buffers with error correction and limited flit retransmission. - Turbo Majumder; Manan Suri; Vinay Shekhar (ISCAS, 2015)

Neuromorphic hybrid RRAM-CMOS RBM architecture. - Manan Suri; Vivek Parmar; Ashwani Kumar; Damien Querlioz; Fabien Alibart (NVMTS, 2015)

Neuromorphic Hardware Accelerated Adaptive Authentication System. - Manan Suri; Vivek Parmar; Akshay Singla; Rishabh Malviya; Surag Nair (SSCI, 2015)

Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems. - Bipin Rajendran; Udaya S. Ganguly; Manan Suri (VLSID, 2015)

Rapid cervical cancer detection using neuromorphic hardware. - Manan Suri; Narayani Bhatia; Shridu Verma (BioCAS, 2017)

Low power neuromorphic hardware based multi-modal authentication system. - Shridu Verma; Narayani Bhatia; Salam Thoithoi Singh; Manan Suri (ICECS, 2017)

Stability analysis of hybrid CMOS-RRAM based 4T-2R NVSRAM. - Sandeep Kaur Kingra; Swatilekha Majumdar; Manan Suri (NEWCAS, 2017)

Advanced performance improvement algorithms for emerging resistive memory: CBRAM case study. - Tinish Bhattacharya; Supriya Chakraborty; Manan Suri (NVMSA, 2017)

Exploiting OxRAM Resistive Switching for Dynamic Range Improvement of CMOS Image Sensors. - Ashwani Kumar; Mukul Sarkar; Manan Suri (CoRR, 2017)

Dispenser Concept for Unmanned Aerial Vehicles (UAV, Drone, UAS). - Manan Suri (CoRR, 2017)

Stochastic CBRAM-Based Neuromorphic Time Series Prediction System. - Cory E. Merkel; Dhireesha Kudithipudi; Manan Suri; Bryant T. Wysocki (ACM J. Emerg. Technol. Comput. Syst., 2017)

Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study. - Khushal Sethi; Vivek Parmar; Manan Suri (BioCAS, 2018)

Design Exploration of IoT centric Neural Inference Accelerators. - Vivek Parmar; Manan Suri (ACM Great Lakes Symposium on VLSI, 2018)

Efficient Low-Power Material Analysis using Neuromorphic Hardware: A spectral case study. - Narayani Bhatia; Manan Suri (IJCNN, 2018)

MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware. - Tinish Bhattacharya; Vivek Parmar; Manan Suri (IJCNN, 2018)

OxRAM Resistive Switching for DR Improvement. - Ashwani Kumar; Mukul Sarkar; Manan Suri (ISCAS, 2018)

Switching-Time Dependent PUF Using STT-MRAM. - Ashwani Kumar; Shubham Sahay; Manan Suri (VLSID, 2018)

Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architectures. - Vivek Parmar; Manan Suri (CoRR, 2018)

MASTISK. - Tinish Bhattacharya; Vivek Parmar; Manan Suri (CoRR, 2018)

SLIM: Simultaneous Logic-in-Memory Computing Exploiting Bilayer Analog OxRAM Devices. - Sandeep Kaur Kingra; Vivek Parmar; Che-Chia Chang; Boris Hudec; Tuo-Hung Hou; Manan Suri (CoRR, 2018)

Current Optimized Coset Coding for Efficient RRAM Programming. - Supriya Chakraborty; Tinish Bhattacharya; Manan Suri (IEEE Trans. Very Large Scale Integr. Syst., 2018)

NV-BNN: An Accurate Deep Convolutional Neural Network Based on Binary STT-MRAM for Adaptive AI Edge. - Chih-Cheng Chang; Ming-Hung Wu; Jia-Wei Lin; Chun-Hsien Li; Vivek Parmar; Heng-Yuan Lee; Jeng-Hua Wei; Shyh-Shyuan Sheu; Manan Suri; Tian-Sheuan Chang; Tuo-Hung Hou (DAC, 2019)

Hyperspectral Image Classification for Remote Sensing Using Low-Power Neuromorphic Hardware. - Vivek Parmar; Jung-Ho Ahn 003; Manan Suri (IJCNN, 2019)

Optimized Implementation of Neuromorphic HATS Algorithm on FPGA. - Khushal Sethi; Manan Suri (ISCAS, 2019)

Investigation of Unified Emerging-NVM SoC Architecture for IoT-WSN Applications. - Vivek Kamalkant Parmar; Swatilekha Majumdar; Preeti Ranjan Panda; Manan Suri (VLSID, 2019)

Design of an Optimized CMOS ELM Accelerator. - Manoj Kumar Sharma; Umesh Chandra Lohani; Vivek Parmar; Manan Suri (VLSID, 2019)

Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks. - Christopher H. Bennett; Vivek Parmar; Laurie E. Calvet; Jacques-Olivier Klein; Manan Suri; Matthew J. Marinella; Damien Querlioz (IEEE Access, 2019)

Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems. - Tinish Bhattacharya; Sai Li; Yangqi Huang; Wang Kang 001; Weisheng Zhao; Manan Suri (IEEE Access, 2019)

Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking using off-the-Shelf NVM Chips. - Supriya Chakraborty; Abhishek Gupta; Manan Suri (ISCAS, 2020)

Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE using OxRAM Crossbar. - Sandeep Kaur Kingra; Vivek Parmar; Shubham Negi; Sufyan Khan; Boris Hudec; Tuo-Hung Hou; Manan Suri (ISCAS, 2020)

Message from the Technical Program Co-Chairs. - David Atienza; Subhasish Mitra; Manan Suri (VLSID, 2020)

Investigation of Data Deletion Vulnerabilities in NAND Flash Memory Based Storage. - Abhilash Garg; Supriya Chakraborty; Manoj Malik; Devesh Kumar; Satyajeet Singh; Manan Suri (CoRR, 2020)

Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones. - Vivek Parmar; Narayani Bhatia; Shubham Negi; Manan Suri (CoRR, 2020)

NV-Fogstore : Device-aware hybrid caching in fog computing environments. - Khushal Sethi; Manan Suri (CoRR, 2020)

MRAM-based BER resilient Quantized edge-AI Networks for Harsh Industrial Conditions. - Vivek Parmar; Manan Suri; Kazutaka Yamane; Tae Young Lee; Nyuk Leong Chung; Vinayak Bharat Naik (AICAS, 2021)

2D Histogram based Region Proposal (H2RP) Algorithm for Neuromorphic Vision Sensors. - Ranajay Medya; Sai Sukruth Bezugam; Dwijay Bane; Manan Suri (ICONS, 2021)

Bird-Area Water-Bodies Dataset (BAWD) and Predictive AI Model for Avian Botulism Outbreak (AVI-BoT). - Narayani Bhatia; Devang Mahesh; Jashandeep Singh; Manan Suri (CoRR, 2021)

A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models. - Vivek Parmar; Manan Suri (IEEE Trans. Neural Networks Learn. Syst., 2021)

NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models. - Manan Suri; Krish Chopra; Adwita Arora (CASE@EMNLP, 2022)

Asatya at CheckThat!-2022: Multimodal BERT for Identifying Claims in Tweets. - Manan Suri; Prajeet Katari; Saumay Dudeja (CLEF (Working Notes), 2022)

I don't feel so good! Detecting Depressive Tendencies using Transformer-based Multimodal Frameworks. - Manan Suri; Nalin Semwal; Divya Chaudhary; Ian Gorton; Bijendra Kumar (MLNLP, 2022)

Single Cycle XOR (SCXOR) and Stateful n-bit Parallel Adder Implementation Using 2D RRAM Crossbar. - Bhanprakash Goswami; Manan Suri (NANOARCH, 2022)

PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning. - Manan Suri (SemEval@NAACL, 2022)

Time-multiplexed In-memory computation scheme for mapping Quantized Neural Networks on hybrid CMOS-OxRAM building blocks. - Sandeep Kaur Kingra; Vivek Parmar; Manoj Kumar Sharma; Manan Suri (CoRR, 2022)

Low Power Neuromorphic EMG Gesture Classification. - Sai Sukruth Bezugam; Ahmed Shaban; Manan Suri (CoRR, 2022)

Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. - Vivek Parmar; Syed Shakib Sarwar; Ziyun Li; Hsien-Hsin S. Lee; Barbara De Salvo; Manan Suri (CoRR, 2022)

Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting. - Supriya Chakraborty; Tamoghno Das; Manan Suri (CoRR, 2022)

A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Manan Suri; Rajiv Ratn Shah (CoRR, 2022)

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. - Sreyan Ghosh; Utkarsh Tyagi; Manan Suri; Sonal Kumar; Ramaneswaran S.; Dinesh Manocha (ACL (1), 2023)

Binarized-Distance Computation for performing low-power Face Recognition with optimized storage. - Vivek Parmar; Manan Suri (AIMLSystems, 2023)

Investigation of Voltage Fault Injection Attacks on NN Inference Utilizing NVM Based Weight Storage. - Supriya Chakraborty; Tamoghno Das; Manan Suri (APCCAS, 2023)

Detection of Sexism on Social Media with Multiple Simple Transformers. - Chirayu Jhakal; Khushi Singal; Manan Suri; Divya Chaudhary; Bijendra Kumar; Ian Gorton (CLEF (Working Notes), 2023)

Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications. - Vivek Parmar; Sandeep Kaur Kingra; Syed Shakib Sarwar; Ziyun Li; Barbara De Salvo; Manan Suri (CVPR Workshops, 2023)

CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. - Sreyan Ghosh; Manan Suri; Purva Chiniya; Utkarsh Tyagi; Sonal Kumar; Dinesh Manocha (EMNLP, 2023)

The Geometry of Multilingual Language Models: An Equality Lens. - Cheril Shah; Yashashree Chandak; Manan Suri (Tiny Papers @ ICLR, 2023)

Low-Power Lossless Image Compression on Small Satellite Edge using Spiking Neural Network. - Sayan Kahali; Sounak Dey; Chetan Kadway; Arijit Mukherjee; Arpan Pal 001; Manan Suri (IJCNN, 2023)

Demonstration of SMT-reflow Immune and SCA-resilient PUF on 28nm RRAM device array. - Vivek Parmar; Sandeep Kaur Kingra; Deepak Verma; Digamber Pandey; Giuseppe Piccolboni; Alessandro Bricalli; Amir Regev; Gabriel Pares; Laurent Grenouillet; Jean-François Nodin; Manan Suri (IMW, 2023)

Neuromorphic Recurrent Spiking Neural Networks for EMG Gesture Classification and Low Power Implementation on Loihi. - Ahmed Shaban; Sai Sukruth Bezugam; Manan Suri (ISCAS, 2023)

WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks. - Manan Suri; Aaryak Garg; Divya Chaudhary; Ian Gorton; Bijendra Kumar (SemEval@ACL, 2023)

NVSystolic: Heterogeneous Simulation Framework for Emerging Memories with Systolic Array. - J. Chithambara Moorthii; Sufyan Khan; Manan Suri (SMACD, 2023)

A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data. - Aryan Vats; Manan Suri (CoRR, 2023)

Online time-series forecasting using spiking reservoir. - Arun M. George; Sounak Dey; Dighanchal Banerjee; Arijit Mukherjee; Manan Suri (Neurocomputing, 2023)

Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. - Vivek Parmar; Syed Shakib Sarwar; Ziyun Li; Hsien-Hsin S. Lee; Barbara De Salvo; Manan Suri (IEEE Micro, 2023)

Fully Binarized, Parallel, RRAM-Based Computing Primitive for In-Memory Similarity Search. - Sandeep Kaur Kingra; Vivek Parmar; Deepak Verma; Alessandro Bricalli; Giuseppe Piccolboni; Gabriel Molas; Amir Regev; Manan Suri (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Demonstration of Differential Mode Ferroelectric Field-Effect Transistor Array-Based in-Memory Computing Macro for Realizing Multiprecision Mixed-Signal Artificial Intelligence Accelerator. - Vivek Parmar; Franz Müller 001; Jing-Hua Hsuen; Sandeep Kaur Kingra; Nellie Laleni; Yannick Raffel; Maximilian Lederer; Alptekin Vardar; Konrad Seidel; Taha Soliman; Tobias Kirchner; Tarek Ali; et al. (Adv. Intell. Syst., 2023)

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding. - Manan Suri; Puneet Mathur; Franck Dernoncourt; Rajiv Jain; Vlad I. Morariu; Ramit Sawhney; Preslav Nakov; Dinesh Manocha (EMNLP, 2024)

Doc2Command: Furthering Language Guided Document Editing. - Manan Suri; Puneet Mathur; Ramit Sawhney; Preslav Nakov; Dinesh Manocha (Tiny Papers @ ICLR, 2024)

VPU-CIM: A 130nm, 33.98 TOPS/W RRAM based Compute-In-Memory Vector Co-Processor. - Chithambara Moorthii J; Vinay Rayapati; Nanditha Rao; Manan Suri (ISCAS, 2024)

Non-Invasive Qualitative Vibration Analysis using Event Camera. - Dwijay Bane; Anurag Gupta; Manan Suri (CoRR, 2024)

x-RAGE: eXtended Reality - Action & Gesture Events Dataset. - Vivek Parmar; Dwijay Bane; Syed Shakib Sarwar; Kleber Stangherlin; Barbara De Salvo; Manan Suri (CoRR, 2024)

POEM: Performance Optimization and Endurance Management for Non-volatile Caches. - Aritra Bagchi; Dharamjeet; Ohm Rishabh; Manan Suri; Preeti Ranjan Panda (ACM Trans. Design Autom. Electr. Syst., 2024)

Experimental Investigation of Side-Channel Attacks on Neuromorphic Spiking Neural Networks. - Bhanprakash Goswami; Tamoghno Das; Manan Suri (IEEE Embed. Syst. Lett., 2024)

ChartLens: Fine-grained Visual Attribution in Charts. - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Dinesh Manocha (ACL (1), 2025)

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation. - Manan Suri; Puneet Mathur; Franck Dernoncourt; Kanika Goswami; Ryan A. Rossi; Dinesh Manocha (NAACL (Long Papers), 2025)

DNA-CIM: DNA Sequence Analysis Using RRAM-Based Compute In-Memory Accelerator. - J. Chithambara Moorthii; Anmol Singla; Manan Suri (VLSID, 2025)

Mitigating Memorization in LLMs using Activation Steering. - Manan Suri; Nishit Anand; Amisha Bhaskar (CoRR, 2025)

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents. - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Vivek Gupta; Dinesh Manocha (CoRR, 2025)

Investigation of Security Vulnerabilities in NVM-Based Persistent TinyML Hardware. - Bhanprakash Goswami; J. Chithambara Moorthii; Harshit Bansal; Ayan Sajwan; Manan Suri (IEEE Embed. Syst. Lett., 2025)