This repo contains the code for the paper Stochastic Optimal Control Matching. We propose the SOCM training loss to learn controls in stochastic optimal control problems. We compare it to the ...
Emerging two-terminal nanoscale memory devices, known as memristors, have demonstrated great potential for implementing energy-efficient neuro-inspired computing architectures over the past decade. As ...
Official PyTorch implementation of the AAAI 2022 paper Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. The code allows the users to reproduce and extend ...
1 School of Computer Science and Engineering, Sichuan University of Science and Engineering, Yibing, China. 2 Key Laboratory of Higher Education of Sichuan Province for Enterprise Informationalization ...
Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States The binding of ...
1 Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK. 2 Department of Computer Science and Intelligent Systems, Iwate University, Morioka, Japan. 3 BAC International ...
We present an open-source Python package to compute information-theoretical quantities for electroencephalographic data. Electroencephalography (EEG) measures the electrical potential generated by the ...
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