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» Using Machine Learning to Guide Architecture Simulation
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ICPP
1995
IEEE
13 years 11 months ago
The Quest for a Zero Overhead Shared Memory Parallel Machine
– In this paper we present a new approach to benchmark the performance of shared memory systems. This approach focuses on recognizing how far off the performance of a given memor...
Gautam Shah, Aman Singla, Umakishore Ramachandran
ICSE
2001
IEEE-ACM
14 years 14 days ago
Effective Software Architecture Design: From Global Analysis to UML Descriptions
It is now generally accepted that separating software architecture into multiple views can help in reducing complexity and in making sound decisions about design trade-offs. Our f...
Robert L. Nord, Daniel J. Paulish, Dilip Soni, Chr...
ICML
2005
IEEE
14 years 8 months ago
High speed obstacle avoidance using monocular vision and reinforcement learning
We consider the task of driving a remote control car at high speeds through unstructured outdoor environments. We present an approach in which supervised learning is first used to...
Jeff Michels, Ashutosh Saxena, Andrew Y. Ng
APIN
1999
107views more  APIN 1999»
13 years 7 months ago
Massively Parallel Probabilistic Reasoning with Boltzmann Machines
We present a method for mapping a given Bayesian network to a Boltzmann machine architecture, in the sense that the the updating process of the resulting Boltzmann machine model pr...
Petri Myllymäki
ICALT
2005
IEEE
14 years 1 months ago
Intelligent Learning Environment: Building Hybrid System from Standard Application and Web Application
In this paper, we explore the idea of Intelligent Learning Environment (ILE) by building a system for teaching and learning music in a web-based environment. Our system is a frame...
Keh-Siong Chee, Somnuk Phon-Amnuaisuk