A new limited memory method for unconstrained nonlinear least squares.

This paper suggests a new limited memory trust region algorithm for large unconstrained black box least squares problems, called LMLS. Main features of LMLS are a new non-monotone technique, a new adaptive radius strategy, a new Broyden-like algorithm based on the previous good points, and a heuristic estimation for the Jacobian matrix in a subspace with random basis indices. Our numerical results show that LMLS is robust and efficient, especially in comparison with solvers using traditional limited memory and standard quasi-Newton approximations.

A scientific theory of Ars Memoriae: Spatial view cells in a continuous attractor network with linked items.

The art of memory (ars memoriae) used since classical times includes using a well-known scene to associate each view or part of the scene with a different item in a speech. This memory technique is also known as the "method of loci." The new theory is proposed that this type of memory is implemented in the CA3 region of the hippocampus where there are spatial view cells in primates that allow a particular view to be associated with a particular object in an event or episodic memory. Given that the CA3 cells with their extensive recurrent collateral system connecting different CA3 cells, and associative synaptic modifiability, form an autoassociation or attractor network, the spatial view cells with their approximately Gaussian view fields become linked in a continuous attractor network. As the view space is traversed continuously (e.g., by self-motion or imagined self-motion across the scene), the views are therefore successively recalled in the correct order, with no view missing, and with low interference between the items to be recalled. Given that each spatial view has been associated with a different discrete item, the items are recalled in the correct order, with none missing. This is the first neuroscience theory of ars memoriae. The theory provides a foundation for understanding how a key feature of ars memoriae, the ability to use a spatial scene to encode a sequence of items to be remembered, is implemented. © 2017 Wiley Periodicals, Inc.

Application of the pithy formula and hook memory method in medical English study / 中华医学教育探索杂志

Remembering medical English terms is the difficult point in learning medical English.Only through learning the rules and characteristics of medical terms can one remember and get command of thousands of medical terms rapidly and effectively.When studying medical English terms,we explored and summarized a series of pithy formula hook memorial method - a pithy formula linked to the affix and etyma was turned into rhyming verse and formed a memory chain after memorizing by hook memory method many times so as to keep the medical terms firmly in the mind rapidly.

The exploration of learning and memory in pharmacology teaching / 中华医学教育探索杂志

Pharmacology is the bridge of preclinical and clinical medicine,as well as medical science and pharmaceutical sciences.Guiding students to grasp some memory method will make for inspiring student's thinking and increasing their interest in pharmacology teaching.And it will also help to improve the effect of pharmacology teaching.