Manan Suri

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 73

Top Topics

Aerial Vehicles

Hyperspectral Image Classification

Top Venues

Publications

Manan Suri, Puneet Mathur, Ramit Sawhney, Preslav Nakov, Dinesh Manocha
Doc2Command: Furthering Language Guided Document Editing. Tiny Papers @ ICLR (2024)
Bhanprakash Goswami, Tamoghno Das, Manan Suri
Experimental Investigation of Side-Channel Attacks on Neuromorphic Spiking Neural Networks. IEEE Embed. Syst. Lett. 16 (2) (2024)
Chithambara Moorthii J, Vinay Rayapati, Nanditha Rao, Manan Suri
VPU-CIM: A 130nm, 33.98 TOPS/W RRAM based Compute-In-Memory Vector Co-Processor. ISCAS (2024)
Aryan Vats, Manan Suri
A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. EMNLP (2023)
Manan Suri, Aaryak Garg, Divya Chaudhary, Ian Gorton, Bijendra Kumar
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks. SemEval@ACL (2023)
Cheril Shah, Yashashree Chandak, Manan Suri
The Geometry of Multilingual Language Models: An Equality Lens. Tiny Papers @ ICLR (2023)
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
Demonstration of Differential Mode Ferroelectric Field-Effect Transistor Array-Based in-Memory Computing Macro for Realizing Multiprecision Mixed-Signal Artificial Intelligence Accelerator. Adv. Intell. Syst. 5 (6) (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. ACL (1) (2023)
Manan Suri, Aaryak Garg, Divya Chaudhary, Ian Gorton, Bijendra Kumar
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks. CoRR (2023)
Supriya Chakraborty, Tamoghno Das, Manan Suri
Investigation of Voltage Fault Injection Attacks on NN Inference Utilizing NVM Based Weight Storage. APCCAS (2023)
Ahmed Shaban, Sai Sukruth Bezugam, Manan Suri
Neuromorphic Recurrent Spiking Neural Networks for EMG Gesture Classification and Low Power Implementation on Loihi. ISCAS (2023)
J. Chithambara Moorthii, Sufyan Khan, Manan Suri
NVSystolic: Heterogeneous Simulation Framework for Emerging Memories with Systolic Array. SMACD (2023)
Cheril Shah, Yashashree Chandak, Manan Suri
The Geometry of Multilingual Language Models: An Equality Lens. CoRR (2023)
Sayan Kahali, Sounak Dey, Chetan Kadway, Arijit Mukherjee, Arpan Pal, Manan Suri
Low-Power Lossless Image Compression on Small Satellite Edge using Spiking Neural Network. IJCNN (2023)
Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri
Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications. CVPR Workshops (2023)
Vivek Parmar, Manan Suri
Binarized-Distance Computation for performing low-power Face Recognition with optimized storage. AIMLSystems (2023)
Khushal Sethi, Manan Suri
Optimized Implementation of Neuromorphic HATS Algorithm on FPGA. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR (2023)
Arun M. George, Sounak Dey, Dighanchal Banerjee, Arijit Mukherjee, Manan Suri
Online time-series forecasting using spiking reservoir. Neurocomputing 518 (2023)
Vivek Parmar, Sandeep Kaur Kingra, Deepak Verma, Digamber Pandey, Giuseppe Piccolboni, Alessandro Bricalli, Amir Regev, Gabriel Pares, Laurent Grenouillet, Jean-François Nodin, Manan Suri
Demonstration of SMT-reflow Immune and SCA-resilient PUF on 28nm RRAM device array. IMW (2023)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. IEEE Micro 43 (6) (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. CoRR (2023)
Sandeep Kaur Kingra, Vivek Parmar, Deepak Verma, Alessandro Bricalli, Giuseppe Piccolboni, Gabriel Molas, Amir Regev, Manan Suri
Fully Binarized, Parallel, RRAM-Based Computing Primitive for In-Memory Similarity Search. IEEE Trans. Circuits Syst. II Express Briefs 70 (1) (2023)
Chirayu Jhakal, Khushi Singal, Manan Suri, Divya Chaudhary, Bijendra Kumar, Ian Gorton
Detection of Sexism on Social Media with Multiple Simple Transformers. CLEF (Working Notes) (2023)
Manan Suri, Krish Chopra, Adwita Arora
NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models. CASE@EMNLP (2022)
Sai Sukruth Bezugam, Ahmed Shaban, Manan Suri
Low Power Neuromorphic EMG Gesture Classification. CoRR (2022)
Manan Suri, Prajeet Katari, Saumay Dudeja
Asatya at CheckThat!-2022: Multimodal BERT for Identifying Claims in Tweets. CLEF (Working Notes) (2022)
Khushal Sethi, Vivek Parmar, Manan Suri
Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study. CoRR (2022)
Sandeep Kaur Kingra, Vivek Parmar, Manoj Kumar Sharma, Manan Suri
Time-multiplexed In-memory computation scheme for mapping Quantized Neural Networks on hybrid CMOS-OxRAM building blocks. CoRR (2022)
Manan Suri, Nalin Semwal, Divya Chaudhary, Ian Gorton, Bijendra Kumar
I don't feel so good! Detecting Depressive Tendencies using Transformer-based Multimodal Frameworks. MLNLP (2022)
Sandeep Kaur Kingra, Vivek Parmar, Deepak Verma, Alessandro Bricalli, Giuseppe Piccolboni, Gabriel Molas, Amir Regev, Manan Suri
Fully-Binarized, Parallel, RRAM-based Computing Primitive for In-Memory Similarity Search. CoRR (2022)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. CoRR (2022)
Supriya Chakraborty, Tamoghno Das, Manan Suri
Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting. CoRR (2022)
Manan Suri
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning. SemEval@NAACL (2022)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri, Rajiv Ratn Shah
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR (2022)
Bhanprakash Goswami, Manan Suri
Single Cycle XOR (SCXOR) and Stateful n-bit Parallel Adder Implementation Using 2D RRAM Crossbar. NANOARCH (2022)
Vivek Parmar, Manan Suri
A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Ranajay Medya, Sai Sukruth Bezugam, Dwijay Bane, Manan Suri
2D Histogram based Region Proposal (H2RP) Algorithm for Neuromorphic Vision Sensors. ICONS (2021)
Vivek Parmar, Manan Suri, Kazutaka Yamane, Tae Young Lee, Nyuk Leong Chung, Vinayak Bharat Naik
MRAM-based BER resilient Quantized edge-AI Networks for Harsh Industrial Conditions. AICAS (2021)
Narayani Bhatia, Devang Mahesh, Jashandeep Singh, Manan Suri
Bird-Area Water-Bodies Dataset (BAWD) and Predictive AI Model for Avian Botulism Outbreak (AVI-BoT). CoRR (2021)
Supriya Chakraborty, Abhishek Gupta, Manan Suri
Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking using off-the-Shelf NVM Chips. ISCAS (2020)
Abhilash Garg, Supriya Chakraborty, Manoj Malik, Devesh Kumar, Satyajeet Singh, Manan Suri
Investigation of Data Deletion Vulnerabilities in NAND Flash Memory Based Storage. CoRR (2020)
Vivek Parmar, Narayani Bhatia, Shubham Negi, Manan Suri
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones. CoRR (2020)
Sandeep Kaur Kingra, Vivek Parmar, Shubham Negi, Sufyan Khan, Boris Hudec, Tuo-Hung Hou, Manan Suri
Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar. CoRR (2020)
David Atienza, Subhasish Mitra, Manan Suri
Message from the Technical Program Co-Chairs. VLSI Design (2020)
Khushal Sethi, Manan Suri
NV-Fogstore : Device-aware hybrid caching in fog computing environments. CoRR (2020)
Sandeep Kaur Kingra, Vivek Parmar, Shubham Negi, Sufyan Khan, Boris Hudec, Tuo-Hung Hou, Manan Suri
Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE using OxRAM Crossbar. ISCAS (2020)
Supriya Chakraborty, Abhishek Gupta, Manan Suri
Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking Using off-the-shelf NVM Chips. CoRR (2020)
Tinish Bhattacharya, Sai Li, Yangqi Huang, Wang Kang, Weisheng Zhao, Manan Suri
Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems. IEEE Access 7 (2019)
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
NV-BNN: An Accurate Deep Convolutional Neural Network Based on Binary STT-MRAM for Adaptive AI Edge. DAC (2019)
Vivek Parmar, Jung-Ho Ahn, Manan Suri
Hyperspectral Image Classification for Remote Sensing Using Low-Power Neuromorphic Hardware. IJCNN (2019)
Khushal Sethi, Manan Suri
Optimized Implementation of Neuromorphic HATS Algorithm on FPGA. ISCAS (2019)
Manoj Kumar Sharma, Umesh Chandra Lohani, Vivek Parmar, Manan Suri
Design of an Optimized CMOS ELM Accelerator. VLSI Design (2019)
Vivek Kamalkant Parmar, Swatilekha Majumdar, Preeti Ranjan Panda, Manan Suri
Investigation of Unified Emerging-NVM SoC Architecture for IoT-WSN Applications. VLSI Design (2019)
Christopher H. Bennett, Vivek Parmar, Laurie E. Calvet, Jacques-Olivier Klein, Manan Suri, Matthew J. Marinella, Damien Querlioz
Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks. IEEE Access 7 (2019)
Ashwani Kumar, Mukul Sarkar, Manan Suri
OxRAM Resistive Switching for DR Improvement. ISCAS (2018)
Tinish Bhattacharya, Vivek Parmar, Manan Suri
MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware. IJCNN (2018)
Khushal Sethi, Vivek Parmar, Manan Suri
Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study. BioCAS (2018)
Supriya Chakraborty, Tinish Bhattacharya, Manan Suri
Current Optimized Coset Coding for Efficient RRAM Programming. IEEE Trans. Very Large Scale Integr. Syst. 26 (5) (2018)
Narayani Bhatia, Manan Suri
Efficient Low-Power Material Analysis using Neuromorphic Hardware: A spectral case study. IJCNN (2018)
Sandeep Kaur Kingra, Vivek Parmar, Che-Chia Chang, Boris Hudec, Tuo-Hung Hou, Manan Suri
SLIM: Simultaneous Logic-in-Memory Computing Exploiting Bilayer Analog OxRAM Devices. CoRR (2018)
Vivek Parmar, Manan Suri
Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architectures. CoRR (2018)
Tinish Bhattacharya, Vivek Parmar, Manan Suri
MASTISK. CoRR (2018)
Ashwani Kumar, Shubham Sahay, Manan Suri
Switching-Time Dependent PUF Using STT-MRAM. VLSI Design (2018)
Vivek Parmar, Manan Suri
Design Exploration of IoT centric Neural Inference Accelerators. ACM Great Lakes Symposium on VLSI (2018)
Ashwani Kumar, Mukul Sarkar, Manan Suri
Exploiting OxRAM Resistive Switching for Dynamic Range Improvement of CMOS Image Sensors. CoRR (2017)
Manan Suri, Narayani Bhatia, Shridu Verma
Rapid cervical cancer detection using neuromorphic hardware. BioCAS (2017)
Sandeep Kaur Kingra, Swatilekha Majumdar, Manan Suri
Stability analysis of hybrid CMOS-RRAM based 4T-2R NVSRAM. NEWCAS (2017)
Shridu Verma, Narayani Bhatia, Salam Thoithoi Singh, Manan Suri
Low power neuromorphic hardware based multi-modal authentication system. ICECS (2017)
Cory E. Merkel, Dhireesha Kudithipudi, Manan Suri, Bryant T. Wysocki
Stochastic CBRAM-Based Neuromorphic Time Series Prediction System. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Tinish Bhattacharya, Supriya Chakraborty, Manan Suri
Advanced performance improvement algorithms for emerging resistive memory: CBRAM case study. NVMSA (2017)
Manan Suri
Dispenser Concept for Unmanned Aerial Vehicles (UAV, Drone, UAS). CoRR (2017)
Manan Suri, Vivek Parmar, Akshay Singla, Rishabh Malviya, Surag Nair
Neuromorphic Hardware Accelerated Adaptive Authentication System. SSCI (2015)
Manan Suri, Vivek Parmar, Ashwani Kumar, Damien Querlioz, Fabien Alibart
Neuromorphic hybrid RRAM-CMOS RBM architecture. NVMTS (2015)
Bipin Rajendran, Udaya S. Ganguly, Manan Suri
Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems. VLSI Design (2015)
Turbo Majumder, Manan Suri, Vinay Shekhar
NoC router using STT-MRAM based hybrid buffers with error correction and limited flit retransmission. ISCAS (2015)
Manan Suri, Vivek Parmar, Gilbert Sassine, Fabien Alibart
OXRAM based ELM architecture for multi-class classification applications. IJCNN (2015)
Manan Suri, Daniele Garbin, Olivier Bichler, Damien Querlioz, Dominique Vuillaume, Christian Gamrat, Barbara De Salvo
Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy. NANOARCH (2013)
Giorgio Palma, Manan Suri, Damien Querlioz, Elisa Vianello, Barbara De Salvo
Stochastic neuron design using conductive bridge RAM. NANOARCH (2013)
Manan Suri, Veronique Sousa, Luca Perniola, Dominique Vuillaume, Barbara De Salvo
Phase change memory for synaptic plasticity application in neuromorphic systems. IJCNN (2011)