Calculus: Limits, continuity and differentiability; Partial derivatives, maxima and minima; Sequences and series; Test for convergence. Differential Equations: Linear and nonlinear first-order ODEs ..

In the modern field of deep learning, linear attention mechanisms are gradually becoming a powerful tool for handling long sequence data. Recent research has revealed how these mechanisms 'decay' ...

Functions are the driving force of any Microsoft Excel spreadsheet, generating a single value or an array of results based on certain arguments you input. However, combining—or nesting—functions ...

ABSTRACT: We explore the performance of various artificial neural network architectures, including a multilayer perceptron (MLP), Kolmogorov-Arnold network (KAN), LSTM-GRU hybrid recursive neural ...

Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States Department of Civil and Environmental Engineering, Northwestern University, Evanston, Illinois ...

In more than five decades in commercial real estate, I’ve transacted more than 2,000 times! Some deals have found me on the occupant side of the aisle, and in others I’ve advocated for an owner with a ...

In this manuscript, the authors describe a new AlphaFold2 pipeline called PabFold that can represent a useful tool for identifying linear antibody epitopes (B-cell epitopes) for different antigens.

Theatrical movie box-office revenues are now estimated to land at $8.7 billion -- down 3% from 2023 ($8.9 billion), according to estimates from Guggenheim Securities, Deadline and Comscore. All that ...

This repo aims at providing a collection of efficient Triton-based implementations for state-of-the-art linear attention models. All implementations are written purely in PyTorch and Triton, making ...