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93
Theano: Deep Learning on GPUs with Python
"... In this paper, we present Theano1, a framework in the Python programming language for defining, optimizing and evaluating expressions involving highlevel operations on tensors. Theano offers most of NumPy’s functionality, but adds automatic symbolic differentiation, GPU support, and faster expres ..."
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Cited by 3 (2 self)
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In this paper, we present Theano1, a framework in the Python programming language for defining, optimizing and evaluating expressions involving highlevel operations on tensors. Theano offers most of NumPy’s functionality, but adds automatic symbolic differentiation, GPU support, and faster
Theano: A CPU and GPU math compiler in python
 Proceedings of the 9th Python in Science Conference
, 2010
"... Abstract—Theano is a compiler for mathematical expressions in Python that combines the convenience of NumPy’s syntax with the speed of optimized native machine language. The user composes mathematical expressions in a highlevel description that mimics NumPy’s syntax and semantics, while being stati ..."
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Cited by 5 (1 self)
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Abstract—Theano is a compiler for mathematical expressions in Python that combines the convenience of NumPy’s syntax with the speed of optimized native machine language. The user composes mathematical expressions in a highlevel description that mimics NumPy’s syntax and semantics, while being
A Python Framework for Verifying Codes for Numerical Solutions of Partial Differential Equations
"... We present a Python framework for applying the method of manufactured solutions (MMS) to verify software for solving partial differential equations. The user can, interactively or in a script, specify mathematical expressions for the solution and the PDE, and the framework modifies the simulator acc ..."
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We present a Python framework for applying the method of manufactured solutions (MMS) to verify software for solving partial differential equations. The user can, interactively or in a script, specify mathematical expressions for the solution and the PDE, and the framework modifies the simulator
SPIRAL: A Generator for PlatformAdapted Libraries of Signal Processing Algorithms
 Journal of High Performance Computing and Applications
, 2004
"... SPIRAL is a generator for libraries of fast software implementations of linear signal processing transforms. These libraries are adapted to the computing platform and can be reoptimized as the hardware is upgraded or replaced. This paper describes the main components of SPIRAL: the mathematical fra ..."
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Cited by 85 (21 self)
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SPIRAL is a generator for libraries of fast software implementations of linear signal processing transforms. These libraries are adapted to the computing platform and can be reoptimized as the hardware is upgraded or replaced. This paper describes the main components of SPIRAL: the mathematical
Transformers for Symbolic Computation and Formal Deduction
 Proceedings of the Workshop on the Role of Automated Deduction in Mathematics, CADE17
, 2000
"... . A transformer is a function that maps expressions to expressions. Many transformational operatorssuch as expression evaluators and simpliers, rewrite rules, rules of inference, and decision procedurescan be represented by transformers. Computations and deductions can be formed by applying so ..."
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Cited by 5 (4 self)
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. A transformer is a function that maps expressions to expressions. Many transformational operatorssuch as expression evaluators and simpliers, rewrite rules, rules of inference, and decision procedurescan be represented by transformers. Computations and deductions can be formed by applying
Active Mask Framework for Segmentation of Fluorescence Microscope Images
"... m]]l]]s¶D]]¿÷mB]iv]b]oD]m¶¨]iv]§]iv]r]j]t¿rv]]irj]]t]]m] /  ap]]r¿]ÎNy]s¶D]]mb¶r]ix} Û]Ix]]rd]mb]} p—N]t]o%ism] in]ty]m] /  Û]Is]¡uÎc]rN]]riv]nd]p]*N]m]st¶ I always bow to Śri ̄ Śāradāmbā, the limitless ocean of the nectar of compassion, who bears a rosary, a vessel of nectar, the symbol of ..."
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of knowledge and a book in Her lotus hands. Dedicated to the Lotus Feet of the revered Sadguru. This thesis presents a new active mask (AM) framework and an algorithm for segmentation of digital images, particularly those of punctate patterns from fluorescence microscopy. Fluorescence microscopy has greatly
From Grassmann’s vision to Geometric Algebra Computing
"... What mathematicians often call Clifford algebra is called geometric algebra if the focus is on the geometric meaning of the algebraic expressions and operators. Geometric algebra is a mathematical framework to easily describe geometric concepts and operations. It allows us to develop algorithms fast ..."
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What mathematicians often call Clifford algebra is called geometric algebra if the focus is on the geometric meaning of the algebraic expressions and operators. Geometric algebra is a mathematical framework to easily describe geometric concepts and operations. It allows us to develop algorithms
hardware and mobile web technology Master of Science Thesis in Programme Computer Systems and Networks
, 2013
"... Digitising statistics handling through ..."
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