Manan Suri

According to our database, Manan Suri authored at least 73 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Experimental Investigation of Side-Channel Attacks on Neuromorphic Spiking Neural Networks.

Bhanprakash Goswami, Tamoghno Das, Manan Suri

IEEE Embed. Syst. Lett., June, 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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Doc2Command: Furthering Language Guided Document Editing.

Manan Suri, Puneet Mathur, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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, Jing-Hua Hsuen, Sandeep Kaur Kingra, Nellie Laleni, Yannick Raffel, Maximilian Lederer, Alptekin Vardar, Konrad Seidel, Taha Soliman, Tobias Kirchner, Tarek Ali, Stefan Dünkel, Sven Beyer, Tian-Li Wu, Sourav De, Manan Suri, Thomas Kämpfe

Adv. Intell. Syst., June, 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

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

Online time-series forecasting using spiking reservoir.

Arun M. George, Sounak Dey, Dighanchal Banerjee, Arijit Mukherjee, Manan Suri

Neurocomputing, 2023

A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data.

Aryan Vats, Manan Suri

CoRR, 2023

NVSystolic: Heterogeneous Simulation Framework for Emerging Memories with Systolic Array.

J. Chithambara Moorthii, Sufyan Khan, Manan Suri

Proceedings of the 19th International Conference on Synthesis, 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

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Neuromorphic Recurrent Spiking Neural Networks for EMG Gesture Classification and Low Power Implementation on Loihi.

Ahmed Shaban, Sai Sukruth Bezugam, Manan Suri

Proceedings of the IEEE International Symposium on Circuits and Systems, 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

Proceedings of the IEEE International Memory Workshop, 2023

Low-Power Lossless Image Compression on Small Satellite Edge using Spiking Neural Network.

Sayan Kahali, Sounak Dey, Chetan Kadway, Arijit Mukherjee, Arpan Pal, Manan Suri

Proceedings of the International Joint Conference on Neural Networks, 2023

The Geometry of Multilingual Language Models: An Equality Lens.

Cheril Shah, Yashashree Chandak, Manan Suri

Proceedings of the First Tiny Papers Track at ICLR 2023, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Detection of Sexism on Social Media with Multiple Simple Transformers.

Chirayu Jhakal, Khushi Singal, Manan Suri, Divya Chaudhary, Bijendra Kumar, Ian Gorton

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Investigation of Voltage Fault Injection Attacks on NN Inference Utilizing NVM Based Weight Storage.

Supriya Chakraborty, Tamoghno Das, Manan Suri

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2023

Binarized-Distance Computation for performing low-power Face Recognition with optimized storage.

Vivek Parmar, Manan Suri

Proceedings of the Third International Conference on AI-ML Systems, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting.

Supriya Chakraborty, Tamoghno Das, 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

Low Power Neuromorphic EMG Gesture Classification.

Sai Sukruth Bezugam, Ahmed Shaban, Manan Suri

CoRR, 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

PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning.

Manan Suri

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Single Cycle XOR (SCXOR) and Stateful n-bit Parallel Adder Implementation Using 2D RRAM Crossbar.

Bhanprakash Goswami, Manan Suri

Proceedings of the 17th ACM International Symposium on Nanoscale Architectures, 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

Proceedings of the 5th International Conference on Machine Learning and Natural Language Processing, 2022

Asatya at CheckThat!-2022: Multimodal BERT for Identifying Claims in Tweets.

Manan Suri, Prajeet Katari, Saumay Dudeja

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models.

Manan Suri, Krish Chopra, Adwita Arora

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

2021

A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models.

Vivek Parmar, Manan Suri

IEEE Trans. Neural Networks Learn. Syst., 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

2D Histogram based Region Proposal (H2RP) Algorithm for Neuromorphic Vision Sensors.

Ranajay Medya, Sai Sukruth Bezugam, Dwijay Bane, Manan Suri

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

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

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

NV-Fogstore : Device-aware hybrid caching in fog computing environments.

Khushal Sethi, 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

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

Message from the Technical Program Co-Chairs.

David Atienza, Subhasish Mitra, Manan Suri

Proceedings of the 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems, 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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking using off-the-Shelf NVM Chips.

Supriya Chakraborty, Abhishek Gupta, Manan Suri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems.

Tinish Bhattacharya, Sai Li, Yangqi Huang, Wang Kang, Weisheng Zhao, Manan Suri

IEEE Access, 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

Design of an Optimized CMOS ELM Accelerator.

Manoj Kumar Sharma, Umesh Chandra Lohani, Vivek Parmar, Manan Suri

Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

Investigation of Unified Emerging-NVM SoC Architecture for IoT-WSN Applications.

Vivek Kamalkant Parmar, Swatilekha Majumdar, Preeti Ranjan Panda, Manan Suri

Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

Optimized Implementation of Neuromorphic HATS Algorithm on FPGA.

Khushal Sethi, Manan Suri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hyperspectral Image Classification for Remote Sensing Using Low-Power Neuromorphic Hardware.

Vivek Parmar, Jung-Ho Ahn, Manan Suri

Proceedings of the International Joint Conference on Neural Networks, 2019

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

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Current Optimized Coset Coding for Efficient RRAM Programming.

Supriya Chakraborty, Tinish Bhattacharya, Manan Suri

IEEE Trans. Very Large Scale Integr. Syst., 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

MASTISK.

Tinish Bhattacharya, Vivek Parmar, Manan Suri

CoRR, 2018

Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architectures.

Vivek Parmar, Manan Suri

CoRR, 2018

Switching-Time Dependent PUF Using STT-MRAM.

Ashwani Kumar, Shubham Sahay, Manan Suri

Proceedings of the 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems, 2018

OxRAM Resistive Switching for DR Improvement.

Ashwani Kumar, Mukul Sarkar, Manan Suri

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware.

Tinish Bhattacharya, Vivek Parmar, Manan Suri

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Efficient Low-Power Material Analysis using Neuromorphic Hardware: A spectral case study.

Narayani Bhatia, Manan Suri

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Design Exploration of IoT centric Neural Inference Accelerators.

Vivek Parmar, Manan Suri

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study.

Khushal Sethi, Vivek Parmar, Manan Suri

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

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

Dispenser Concept for Unmanned Aerial Vehicles (UAV, Drone, UAS).

Manan Suri

CoRR, 2017

Exploiting OxRAM Resistive Switching for Dynamic Range Improvement of CMOS Image Sensors.

Ashwani Kumar, Mukul Sarkar, Manan Suri

CoRR, 2017

Advanced performance improvement algorithms for emerging resistive memory: CBRAM case study.

Tinish Bhattacharya, Supriya Chakraborty, Manan Suri

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

Stability analysis of hybrid CMOS-RRAM based 4T-2R NVSRAM.

Sandeep Kaur Kingra, Swatilekha Majumdar, Manan Suri

Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017

Low power neuromorphic hardware based multi-modal authentication system.

Shridu Verma, Narayani Bhatia, Salam Thoithoi Singh, Manan Suri

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Rapid cervical cancer detection using neuromorphic hardware.

Manan Suri, Narayani Bhatia, Shridu Verma

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2015

Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems.

Bipin Rajendran, Udaya S. Ganguly, Manan Suri

Proceedings of the 28th International Conference on VLSI Design, 2015

Neuromorphic Hardware Accelerated Adaptive Authentication System.

Manan Suri, Vivek Parmar, Akshay Singla, Rishabh Malviya, Surag Nair

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Neuromorphic hybrid RRAM-CMOS RBM architecture.

Manan Suri, Vivek Parmar, Ashwani Kumar, Damien Querlioz, Fabien Alibart

Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

NoC router using STT-MRAM based hybrid buffers with error correction and limited flit retransmission.

Turbo Majumder, Manan Suri, Vinay Shekhar

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

OXRAM based ELM architecture for multi-class classification applications.

Manan Suri, Vivek Parmar, Gilbert Sassine, Fabien Alibart

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

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

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2013

Stochastic neuron design using conductive bridge RAM.

Giorgio Palma, Manan Suri, Damien Querlioz, Elisa Vianello, Barbara De Salvo

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2013

2011

Phase change memory for synaptic plasticity application in neuromorphic systems.

Manan Suri, Veronique Sousa, Luca Perniola, Dominique Vuillaume, Barbara De Salvo

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011