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The suspect, who is accused of carrying a handgun, crossed the street, fell to the ground and struck his head on the concrete as a result of the impact, Sgt. N. Vachon said. Montreal police say a suspect ran into a Starbucks on Saint-Francois Blvd. and then fell and struck his head on the concrete. (Aug. 21, 2018) Photo courtesy of Insp. Daniel Vachon The restaurant was open when the suspect went inside and is closed until further notice. A staff member saw the man lying on the ground outside and called 911. Sgt. N. Vachon says the suspect is conscious and breathing, and no one else was hurt. Investigators say the suspect has a criminal record. He is being held in custody pending an investigation.— abstract: ‘\[Abstract\] In this work, the problem of non-linear dimensionality reduction is tackled with the aid of a continuous neural network. By using the ideas of the set theory and of the theory of bijective mappings, one can map the low-dimensional model to a complex-valued function over the high-dimensional model. This high-dimensional function can then be used to define a complex-valued neural network. By combining the theory of linear operators on Hilbert spaces with the idea of orthonormal basis, a network can be designed that learns the non-linear mapping in terms of an iterative process. The result of the learning process is a complex-valued neural network, which can be used to obtain a good approximation of the unknown mapping. It is finally shown that the complex-valued neural network derived from this learned mapping is equivalent to a real-valued network. To validate the proposed approach, several simulations and experiments are performed, and the obtained results are compared with respect to the state-of-the-art classical approaches. The obtained experimental results indicate that the proposed network is capable of encoding multiple levels of different information contained in the data (i.e., interpretability), performs better than state-of-the-art methods, and its performance improves with more training data.’ author: – bibliography: – ‘arXiv\_references.bib’ title: ‘Learning Non-Linear Dimensionality Reduction with Complex-Valued Neural Networks’ — Nonlinear Dimensionality Reduction, Complex-Valued Neural Networks, Deep Learning, Set Theory, Nonlinear

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Red Lobster QSR’s to start rolling out new specialty menu items Red Lobster QSR’s are getting some new menu items with a test kitchen roll out this week. The new offerings, which are available in select restaurants now and will roll out across the chain this week, include: Double Down Diner Burrito Double Down Diner Burrito The Double Down Diner Burrito is served with two soft flour tortillas, two double portion meat, shredded cheese, lettuce, sour cream, and guacamole. Double Down Diner Burrito The new sandwich can be paired with the chain’s signature Lobster Potato Chips for an additional $5. Double Down Diner Burrito with Lobster Potato Chips For those asking for a Cheddar version, Cheddar Double Down Diner Burrito will be available later this week. Cheddar Double Down Diner Burrito Red Lobster’s website shows the Lobster Potatoes and black beans will be available as well. The lobster-loaded potato and bean combination will be available for $5 as a side. Red Lobster also says it’s launching a new Lobster Potatoes Side this week that includes a mix of Lobster Potatoes, diced tomatoes, corn, and black beans. The side will be available for $5. Lobster Potatoes with beans Chicken Tender with Lobster Potatoes Finally, the Chicken Tender with Lobster Potatoes is also available as an extra $5 side. Red Lobster’s website lists that the menu will be available at participating restaurants starting now and that the new menu items will be available in select restaurants later this week. If you’re going to the beach this weekend, make sure you take your lobster, a snack and beverage with you. About Author Elliott is the founder of Providence, RI’s first foodie website, Spilling the Beans ( and a multi-platform digital media company. A native Rhode Islander, Elliott enjoys spot-on coverage of the Ocean State’s vibrant food scene. He’s been featured in The Boston Globe, Providence Business News and other media outlets for his knowledge of local culinary happenings. Elliott is also a sports enthusiast, covering all of the Major

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