P. Mandic, "Mean and mean-square analysis of the complex LMS algorithm for non-circular Gaussian signals," pre- sented at the IEEE Digital Signal Processing and Signal Processing Education Workshop, Marco Island, FL, Jan. 2008 [Online]. Available: http://www.2009dsp.org/index.html...
One of the fundamental questions about human language is whether all languages are equally complex. Here, we approach this question from an information-theoretic perspective. We present a large scale quantitative cross-linguistic analysis of written language by training a language model on more than ...
For the special case when the magnitudes of both A and W are equal to 1, the contour is restricted to lie on the unit circle in the complex plane. In this case, the ICZT has a singularity5 if and only if the polar angle of W can be expressed as 2πpq where pq is an element ...
The Monster group, which is the largest and most famous sporadic simple group, has its minimal complex representation of dimension 196,883. This number was noticed by J. McKay in the 1970’s to be one less than the linear coefficient of the modular invariant J(q), making the start of th...
However, for complex applications like autonomous robotics, the answer is far less obvious at this stage. Large models come with serious drawbacks, particularly in their memory requirements and resource-intensive nature. Not only do they inflict large financial (and environmental) costs to train, ...
But how do you find the time complexity of complex functions? To find the answer, we need to break down the algorithm code into parts and try to find the complexity of the individual pieces. Yes, sorry to tell you that, but there isn’t a button you can press that tells you the tim...
While the least mean square (LMS) algorithm has been widely explored for some specific statistics of the driving process, an understanding of its behavior under general statistics has not been fully achieved. In this paper, the mean square convergence of
10) Video Language Planning - enables synthesizing complex long-horizon video plans across robotics domains; the proposed algorithm involves a tree search procedure that trains vision-language models to serve as policies and value functions, and text-to-video models as dynamic models. Paper, Tweet ...
10) Video Language Planning - enables synthesizing complex long-horizon video plans across robotics domains; the proposed algorithm involves a tree search procedure that trains vision-language models to serve as policies and value functions, and text-to-video models as dynamic models. Paper, Tweet ...
Although, the determination of the selective K value sometimes is complex. As well as, the high computation cost due to the distance calculation between the data points and all other training data samples. In this study, Alzheimer's disease stages can be classified using the KNN algorithm. The...