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09/12/2023
Optimized Implementation of Neuromorphic HATS Algorithm on FPGA
In this paper, we present first-ever optimized hardware implementation o...
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06/01/2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
Complex Named Entity Recognition (NER) is the task of detecting linguist...
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05/13/2023
The Geometry of Multilingual Language Models: An Equality Lens
Understanding the representations of different languages in multilingual...
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03/05/2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks
Intimacy is an essential element of human relationships and language is ...
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03/02/2023
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network
The tremendous growth of social media users interacting in online conver...
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11/27/2022
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances
Disfluency, though originating from human spoken utterances, is primaril...
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09/09/2022
Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting
This study presents a methodology for anticounterfeiting of Non-Volatile...
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09/03/2022
Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study
Deep learning research has generated widespread interest leading to emer...
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06/08/2022
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications
Low-Power Edge-AI capabilities are essential for on-device extended real...
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06/04/2022
Low Power Neuromorphic EMG Gesture Classification
EMG (Electromyograph) signal based gesture recognition can prove vital f...
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05/03/2021
Bird-Area Water-Bodies Dataset (BAWD) and Predictive AI Model for Avian Botulism Outbreak (AVI-BoT)
Avian botulism caused by a bacterium, Clostridium botulinum, causes a pa...
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10/20/2020
NV-Fogstore : Device-aware hybrid caching in fog computing environments
Edge caching via the placement of distributed storages throughout the ne...
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07/06/2020
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones
In this paper, we present an analysis on the impact of network parameter...
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06/10/2020
Unified Characterization Platform for Emerging NVM Technology: Neural Network Application Benchmarking Using off-the-shelf NVM Chips
In this paper, we present a unified FPGA based electrical test-bench for...
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06/10/2020
Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar
In this paper, we present an efficient hardware mapping methodology for ...
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01/21/2020
Investigation of Data Deletion Vulnerabilities in NAND Flash Memory Based Storage
Semiconductor NAND Flash based memory technology dominates the electroni...
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01/06/2018