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ICTAI
2007
IEEE
15 years 10 months ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman
DAC
2000
ACM
15 years 8 months ago
Modeling and simulation of real defects using fuzzy logic
Real defects (e.g. stuck-at or bridging faults) in the VLSI circuits cause intermediate voltages and can not be modeled as ideal shorts. In this paper we first show that the trad...
Amir Attarha, Mehrdad Nourani, Caro Lucas
GCC
2007
Springer
15 years 8 months ago
A Temporal Logic Based Grid Workflow Model and Scheduling Scheme
Recently, grid computing has become a popular technology for large-scale scientific or business computing. Grid workflow system can enhance the flexibility and efficiency of the g...
Yu-E Zheng, Huadong Ma, Lejun Zhang
GLVLSI
2007
IEEE
194views VLSI» more  GLVLSI 2007»
15 years 8 months ago
Probabilistic maximum error modeling for unreliable logic circuits
Reliability modeling and evaluation is expected to be one of the major issues in emerging nano-devices and beyond 22nm CMOS. Such devices would have inherent propensity for gate f...
Karthikeyan Lingasubramanian, Sanjukta Bhanja
ICCAD
1995
IEEE
134views Hardware» more  ICCAD 1995»
15 years 7 months ago
A delay model for logic synthesis of continuously-sized networks
ng certain electrical noise and power constraints.Abstract: We present a new delay model for use in logic synthesis. A traditional model treats the area of a library cell as consta...
Joel Grodstein, Eric Lehman, Heather Harkness, Bil...