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VECOM: Variation-Resilient Encoding and Offset Compensation Schemes for Reliable ReRAM-Based DNN Accelerator
Resistive Random-Access Memory (ReRAM)-based Processing In-Memory (PIM) Accelerator has emerged as a promising computing architecture …
Je-Woo Jang, Thai-Hoang Nguyen, Joon-Sung Yang
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Enhancing the Robustness of eNVMs-Based DNNs using Low-Cost and Efficient Hardware
This work is expected to appear in DAC'23 Ph.D Forum
Emerging Non-Volatile Memories (eNVMs) have been demonstrated as promising …
Thai-Hoang Nguyen, Joon-Sung Yang
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DynaPAT: A Dynamic Pattern-Aware Encoding Technique for Robust MLC PCM-Based Deep Neural Networks
As the effectiveness of Deep Neural Networks (DNNs) is rising over time, so is the need for highly scalable and efficient hardware …
Thai-Hoang Nguyen, Muhammad Imran, Joon-Sung Yang
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Actions, not gestures: contextualising embodied controller interactions in immersive virtual reality
Modern immersive virtual reality (IVR) often uses embodied con- trollers for interacting with virtual objects. However, it is not clear …
Jack Ratcliffe, Nick Ballou, Laurissa Tokarchuk
Posted Dec 9, 2021
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Low-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks
Deep Neural Networks (DNNs) have been found to outperform conventional programming approaches in several applications such as computer …
Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang
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Not Very Effective: Validity Issues of the Effectance in Games Scale
Effectance—the basic positive experience of causing effects—provides a promising explanation for the enjoyment derived from novel …
Nick Ballou, Heiko Breitsohl, Dominic Kao, Kathrin Gerling, Sebastian Deterding
Posted Oct 18, 2021
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Are You Open? A Content Analysis of Transparency and Openness Guidelines in HCI Journals
Within the wider open science reform movement, HCI researchers are actively debating how to foster transparency in their own field. …
Nick Ballou, Vivek Warriar, Sebastian Deterding
Posted Jan 29, 2021
Publisher Version Preprint OSF data
Design and Build a Self-study Space Management System for Smart Campus using Image Processing and LoRA Wireless Communication
The University of Danang - Danang University of Science and Technology (UD-DUT) is one of the leading universites in technical training …
Loc-Minh-Phuc Le, Thai-Hoang Nguyen, Van-Khoi Bui, Tan-Hien Van, Nguyen-Phu-Hien Pham, Dinh-Thanh Ngo
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