Search Results - "Matsliah, Arie"
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SLEAP: A deep learning system for multi-animal pose tracking
Published in Nature methods (01-04-2022)“…The desire to understand how the brain generates and patterns behavior has driven rapid methodological innovation in tools to quantify natural animal behavior…”
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Publisher Correction: SLEAP: A deep learning system for multi-animal pose tracking
Published in Nature methods (01-05-2022)Get full text
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3
Hardness and algorithms for rainbow connection
Published in Journal of combinatorial optimization (01-04-2011)“…An edge-colored graph G is rainbow connected if any two vertices are connected by a path whose edges have distinct colors. The rainbow connection of a…”
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Neurotransmitter classification from electron microscopy images at synaptic sites in Drosophila melanogaster
Published in Cell (09-05-2024)“…High-resolution electron microscopy of nervous systems has enabled the reconstruction of synaptic connectomes. However, we do not know the synaptic sign for…”
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Network statistics of the whole-brain connectome of Drosophila
Published in Nature (London) (03-10-2024)“…Brains comprise complex networks of neurons and connections, similar to the nodes and edges of artificial networks. Network analysis applied to the wiring…”
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The fly connectome reveals a path to the effectome
Published in Nature (London) (03-10-2024)“…A goal of neuroscience is to obtain a causal model of the nervous system. The recently reported whole-brain fly connectome 1 – 3 specifies the synaptic paths…”
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Whole-brain annotation and multiconnectome cell typing of Drosophila
Published in Nature (London) (03-10-2024)“…The fruit fly Drosophila melanogasterhas emerged as a key model organism in neuroscience, in large part due to the concentration of collaboratively generated…”
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A Drosophila computational brain model reveals sensorimotor processing
Published in Nature (London) (03-10-2024)“…The recent assembly of the adult Drosophila melanogaster central brain connectome, containing more than 125,000 neurons and 50 million synaptic connections,…”
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Neuronal parts list and wiring diagram for a visual system
Published in Nature (London) (03-10-2024)“…A catalogue of neuronal cell types has often been called a ‘parts list’ of the brain 1 , and regarded as a prerequisite for understanding brain function 2 , 3…”
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Neuronal wiring diagram of an adult brain
Published in Nature (London) (03-10-2024)“…Connections between neurons can be mapped by acquiring and analysing electron microscopic brain images. In recent years, this approach has been applied to…”
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Whole-brain annotation and multi-connectome cell typing of Drosophila
Published in Nature (London) (03-10-2024)“…The fruit fly Drosophila melanogaster has emerged as a key model organism in neuroscience, in large part due to the concentration of collaboratively generated…”
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Monotonicity testing and shortest-path routing on the cube
Published in Combinatorica (Budapest. 1981) (2012)“…We study the problem of monotonicity testing over the hypercube. As previously observed in several works, a positive answer to a natural question about routing…”
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Underapproximation for model-checking based on universal circuits
Published in Information and computation (01-04-2010)“…For two naturals m , n such that m < n , we show how to construct a circuit C with m inputs and n outputs, that has the following property: for some 0 ⩽ k ⩽ m…”
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Learning parities in the mistake-bound model
Published in Information processing letters (15-12-2010)“…We study the problem of learning parity functions that depend on at most k variables ( k-parities) attribute-efficiently in the mistake-bound model. We design…”
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Junto-Symmetric Functions, Hypergraph Isomorphism and Crunching
Published in 2012 IEEE 27th Conference on Computational Complexity (01-06-2012)“…We make a step towards characterizing the boolean functions to which isomorphism can be efficiently tested. Specifically, we prove that isomorphism to any…”
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Conference Proceeding -
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Incremental formal verification of hardware
Published in 2011 Formal Methods in Computer-Aided Design (FMCAD) (01-10-2011)“…Formal verification is a reliable and fully automatic technique for proving correctness of hardware designs. Its main drawback is the high complexity of…”
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Conference Proceeding -
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On the Power of Conditional Samples in Distribution Testing
Published 31-10-2012“…In this paper we define and examine the power of the {\em conditional-sampling} oracle in the context of distribution-property testing. The…”
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The non-adaptive query complexity of testing k-parities
Published 18-09-2012“…We prove tight bounds of Theta(k log k) queries for non-adaptively testing whether a function f:{0,1}^n -> {0,1} is a k-parity or far from any k-parity. The…”
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IC3-guided abstraction
Published in 2012 Formal Methods in Computer-Aided Design (FMCAD) (01-10-2012)“…Localization is a powerful automated abstraction-refinement technique to reduce the complexity of property checking. This process is often guided by SAT-based…”
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Conference Proceeding -
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New Results on Quantum Property Testing
Published 04-05-2010“…We present several new examples of speed-ups obtainable by quantum algorithms in the context of property testing. First, motivated by sampling algorithms, we…”
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