IEEE

Structural Simplification of Finite State Machines using Pruning Operators based on Semi-Tensor Product of Matrices

Abstract: In this paper, we consider the problem of structural simplification of finite state machines (FSMs), aiming at designing a structural simplification filter for FSMs by constructing pruning ...
CNN

A Democrat flipped a state Senate seat in Texas. Republicans say it’s a ‘wake-up call’ for the midterms

A Democratic win in a special election in solidly red Texas is sparking a new wave of warnings from Republicans on Capitol Hill about finetuning messaging and revving up turnout heading into the ...
Opinion
2UrbanGirls on MSNOpinion

Neel Somani on formal methods and the future of machine learning safety

Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...
IEEE

A Finite State Automaton for the Tsetlin Machine Using High-Capacity Resettable D Flip-Flop Cells

Abstract: Single Flux Quantum (SFQ) circuits provide ultrafast operation and low power consumption, making them attractive candidates for machine learning accelerators. The Tsetlin Machine (TM) is a ...
Frontiers

Resting-state EEG and machine learning to investigate cortical connectivity as a biomarker in chronic mTBI

Introduction: Mild traumatic brain injury (mTBI) is a heterogeneous condition with long-term sequelae, yet diagnosis in the chronic stage remains limited by reliance on acute criteria and subjective ...