About This Course As one of the fastest-growing coding languages, Python is the perfect place to start—whether you aim to become a software developer or an AI and machine learning engineer. Begin your path by developing a solid understanding of the fundamental concepts of coding. You'll work...
coding skill set, train and test models, and learn how to solve complex problems. along the way, you'll work with world-class data sets and work on topics like recognizing handwriting with mnist and identifying categories of images and objects with cifar-10. your pursuit of a career in ...
The validity of population coding for movement within the motor cortex has now been confirmed by many experimental studies. The preferred direction of the population units seemed to be uniformly distributed. Previous studies have highlighted two points: (1) a regularity condition of the population act...
Robotics is an effective medium for teaching students about coding best practices in STEM education. Robots lend themselves to more engaging and hands-on learning, helping students better absorb, retain and apply information. Robotics extracurricular activities or curriculum allow students to learn: The ...
“get up off the sofa”. However, our understanding of the neural mechanisms for implementing hierarchical RL is still in its infancy. Some evidence has emerged for the neural coding of pseudo-rewards in the striatum [85], consistent with a HRL framework. Theories of prefrontal function fit ...
California Institute of Technology, Pasadena, CA, USA Christof Koch Allen Institute for Brain Science, Seattle, WA, USA Christof Koch Corresponding author Correspondence toChristof Koch. Editor information Editors and Affiliations National University of Singapore, Singapore, Singapore ...
In Section 4.2, we propose a simple thought experiment about the distances between strata in embedding space when trained under a finite subsample of data to better understand our prior qualitative observations. Then, in Section 4.3, we discuss implications of representations that preserve strata ...
Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA 91125, USA * Authors to whom correspondence should be addressed. † This paper is an extended version of our paper published in the Proceedings of the 14th Conference on the Theory of Quantum Comp...
Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of...
[21] proposed a method that introduced a fixed expansion layer and a hidden layer with sparse coding to overcome catastrophic forgetting. Adversarial losses were used in Singh’s work [56]. Both the architectural strategy and regularization strategy were combined in Maltoni et al.’s work [57]...