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DATE
2003
IEEE
114views Hardware» more  DATE 2003»
16 years 1 days ago
Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering
This paper presents a new technique for automatically creating analog circuit models. The method extracts - from trained neural networks - piecewise linear models expressing the l...
Simona Doboli, Gaurav Gothoskar, Alex Doboli
ASPDAC
2004
ACM
94views Hardware» more  ASPDAC 2004»
15 years 10 months ago
Improving simulation-based verification by means of formal methods
The design of complex systems is largely ruled by the time needed for verification. Even though formal methods can provide higher reliability, in practice often simulation based ve...
Görschwin Fey, Rolf Drechsler
178
Voted
SIGIR
2009
ACM
16 years 1 months ago
Predicting user interests from contextual information
Search and recommendation systems must include contextual information to effectively model users’ interests. In this paper, we present a systematic study of the effectiveness of...
Ryen W. White, Peter Bailey, Liwei Chen
CORR
2011
Springer
273views Education» more  CORR 2011»
15 years 1 months ago
Natural Language Processing (almost) from Scratch
We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunki...
Ronan Collobert, Jason Weston, Léon Bottou,...
EMSOFT
2005
Springer
16 years 6 days ago
A unified HW/SW interface model to remove discontinuities between HW and SW design
One major challenge in System-on-Chip (SoC) design is the definition and design of interfaces between hardware and software. Traditional ASIC designer and software designer model ...
Aimen Bouchhima, Xi Chen, Frédéric P...