Data-flow graph mapping optimization for CGRA with deep reinforcement learning

D Liu, S Yin, G Luo, J Shang, L Liu… - … on Computer-Aided …, 2018 - ieeexplore.ieee.org
Coarse-grained reconfigurable architectures (CGRAs) have drawn increasing attention due
to their flexibility and energy efficiency. Data flow graphs (DFGs) are often mapped onto …

A framework for exploring and evaluating mechanics in human computation games

K Siu, A Zook, MO Riedl - … of the 12th International Conference on the …, 2017 - dl.acm.org
Human computation games (HCGs) are a crowdsourcing approach to solving
computationally-intractable tasks using games. We outline a formal representation of the …

Data-driven mapping using local patterns

G Mehta, KK Patel, N Parde… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The problem of mapping a data flow graph onto a reconfigurable architecture has been
difficult to solve quickly and optimally. Anytime algorithms have the potential to meet both …

[PDF][PDF] Intrinsic vs. extrinsic motivation in an interactive engineering game

RDB Joseph, A Pal, J Tunks, G Mehta - J. Adv. Comput. Eng. Technol, 2019 - academia.edu
In this paper, we study intrinsic vs. extrinsic mofivafion in players playing an electrical
engineering gaming environment. We used UNTANGLED, a highly interacfive game to …

[PDF][PDF] Constructing Knowledge in an Interactive Game-Like Design Environment for STEM Education

G Mehta, J Tunks, K Sanagapaty, A Pal… - International Journal of …, 2017 - ijiet.org
In this study, we examine how the upper and lower level performers construct their
knowledge in an open-ended interactive challenging game-like design environment. The …

Requirement Risk Assessment Focused-On Stakeholder Risk Analysis

X Li, Q Liu - 2009 33rd Annual IEEE International Computer …, 2009 - ieeexplore.ieee.org
Stakeholders who directly affect requirements are rarely emphasized concretely in
requirement risk analysis. In this paper, we propose a stakeholder-focused requirement risk …

[PDF][PDF] A Study of Self-regulated Learning in an Online Gaming Environment for Engineering Education

G Mehta, B Kellerstedt, J Tunks… - International Journal of …, 2017 - academia.edu
In this paper, we study the self-regulated learning aspect in an interactive open-ended game-
like design environment. We used the interactive game UNTANGLED to conduct this study …

[PDF][PDF] Crowdsourcing the mapping problem for design space exploration of custom reconfigurable architecture designs.

AK Sistla, K Patel, G Mehta - Hum. Comput., 2015 - academia.edu
One of the grand challenges in the design of portable/wearable electronics is to achieve
optimal efficiency and flexibility in a tiny low power package. Coarse grained reconfigurable …

SmartBricks: A Visual Environment to Design and Explore Novel Custom Domain-Specific Architectures

AK Sistla, X Luo, M Malladi, M Reisner… - … Parallel & Distributed …, 2014 - ieeexplore.ieee.org
Custom domain-specific architectures are very promising for creating designs that are highly
optimized to the needs of a particular application domain. However, it is extremely difficult to …

[PDF][PDF] Original Paper Solving Electrical Engineering Puzzles Using Spatial Reasoning

A Chakraborty, ZP Simpson, J Tunks, G Mehta… - core.ac.uk
The precursor of any problem-solving strategy is the visualization of the problem at hand.
When dealing with problems pertaining to STEM (science, technology, engineering, and …