Search Results for author: Santosh Pandey

Found 14 papers, 2 papers with code

Tao: Re-Thinking DL-based Microarchitecture Simulation

no code implementations16 Apr 2024 Santosh Pandey, Amir Yazdanbakhsh, Hang Liu

Microarchitecture simulators are indispensable tools for microarchitecture designers to validate, estimate, and optimize new hardware that meets specific design requirements.

Transfer Learning

An automated, high-resolution phenotypic assay for adult Brugia malayi and microfilaria

no code implementations5 Sep 2023 Upender Kalwa, Yunsoo Park, Michael J. Kimber, Santosh Pandey

Brugia malayi are thread-like parasitic worms and one of the etiological agents of Lymphatic filariasis (LF).

Parameter extraction of Extended Floating Gate Field Effect Transistors (EGFETs): Estimating the threshold voltage, series resistance, and mobility degradation from I-V measurements

no code implementations18 Jul 2023 Yunsoo Park, Santosh Pandey

Based on the analytical model, three methods are presented to estimate the key parameters, namely the threshold voltage, series resistance, surface roughness parameter, low-field mobility, and effective mobility from the I-V characteristics, gate transconductance, and drain conductance.

Flexible and disposable paper- and plastic-based gel micropads for nematode handling, imaging, and chemical testing

no code implementations23 Jun 2022 Zach Njus, Taejoon Kong, Upender Kalwa, Christopher Legner, Matthew Weinstein, Shawn Flanigan, Jenifer Saldanha, Santosh Pandey

Today, the area of point-of-care diagnostics is synonymous with paper microfluidics where cheap, disposable, and on-the-spot detection toolkits are being developed for a variety of chemical tests.

Scan4CFU: Low-cost, open-source bacterial colony tracking over large areas and extended incubation times

no code implementations25 May 2022 Santosh Pandey, Yunsoo Park, Ankita Ankita, Gregory J. Phillips

A hallmark of bacterial populations cultured in vitro is their homogeneity of growth, where the majority of cells display identical growth rate, cell size and content.

Skin Cancer Diagnostics with an All-Inclusive Smartphone Application

no code implementations25 May 2022 Upender Kalwa, Christopher Legner, Taejoon Kong, Santosh Pandey

This all-inclusive smartphone application is designed to be easy-to-download and easy-to-navigate for the end user, which is imperative for the eventual democratization of such medical diagnostic systems.

Navigate Specificity

Effective drug combination for Caenorhabditis elegans nematodes discovered by output-driven feedback system control technique

no code implementations25 May 2022 Xianting Ding, Zach Njus, Taejoon Kong, Wenqiong Su, Chih-Ming Ho, Santosh Pandey

Infections from parasitic nematodes (or roundworms) contribute to a significant disease burden and productivity losses for humans and livestock.

New methods of removing debris and high-throughput counting of cyst nematode eggs extracted from field soil

no code implementations25 May 2022 Upender Kalwa, Christopher Legner, Elizabeth Wlezien, Gregory Tylka, Santosh Pandey

The soybean cyst nematode (SCN), Heterodera glycines, is the most damaging pathogen of soybeans in the United States.

Robotic agricultural instrument for automated extraction of nematode cysts and eggs from soil to improve integrated pest management

no code implementations24 May 2022 Christopher M. Legner, Gregory L. Tylka, Santosh Pandey

Here we present a robotic instrument to reproduce and automate the functions of the conventional methods to extract nematode cysts from soil and subsequently extract eggs from the recovered nematode cysts.

Management

Trends in Workplace Wearable Technologies and Connected-Worker Solutions for Next-Generation Occupational Safety, Health, and Productivity

no code implementations24 May 2022 Vishal Patel, Austin Chesmore, Christopher M. Legner, Santosh Pandey

Wearable devices enable constant monitoring of individual workers and the environment, whereas connected worker solutions provide contextual information and decision support.

Management

SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning

1 code implementation12 May 2021 Lingda Li, Santosh Pandey, Thomas Flynn, Hang Liu, Noel Wheeler, Adolfy Hoisie

While discrete-event simulators are essential tools for architecture research, design, and development, their practicality is limited by an extremely long time-to-solution for realistic applications under investigation.

BIG-bench Machine Learning Vocal Bursts Intensity Prediction

C-SAW: A Framework for Graph Sampling and Random Walk on GPUs

1 code implementation18 Sep 2020 Santosh Pandey, Lingda Li, Adolfy Hoisie, Xiaoye S. Li, Hang Liu

In this paper, we propose, to the best of our knowledge, the first GPU-based framework for graph sampling/random walk.

Graph Sampling Distributed, Parallel, and Cluster Computing

FTRANS: Energy-Efficient Acceleration of Transformers using FPGA

no code implementations16 Jul 2020 Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding

In natural language processing (NLP), the "Transformer" architecture was proposed as the first transduction model replying entirely on self-attention mechanisms without using sequence-aligned recurrent neural networks (RNNs) or convolution, and it achieved significant improvements for sequence to sequence tasks.

Model Compression

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