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AIP
aip.org > scilights > algorithm-optimizes-machine-learning-techniques-that-use-linear-tunable-resistor-networks

Algorithm optimizes machine learning techniques that use linear, tunable resistor networks

1+ week, 5+ day ago   (160+ words) lead image Analog computing has shown promise for circumventing many concerns about energy usage associated with large-scale artificial intelligence applications. Questions persist, however, regarding how to train systems with such local computing constraints. Local learning algorithms such as equilibrium propagation…...

AIP
aip.org > scilights > studying-opinion-dynamics-using-coupled-oscillator-techniques

Studying opinion dynamics using coupled oscillator techniques

2+ week, 5+ day ago   (209+ words) lead image Opinion dynamics are often studied in simple cases where only one opinion is considered, but in real life, people hold complex, multifaceted worldviews. The social compass model can explain shifts in perspective in populations where people have multiple…...

AIP
aip.org > scilights > understanding-bound-state-dynamics-can-guide-covid-19-drug-discovery

Understanding bound-state dynamics can guide COVID-19 drug discovery

3+ week, 1+ day ago   (313+ words) lead image The 3C-like protease (3CLpro) enzyme is vital for viruses’ ability to replicate, including coronaviruses. Some antiviral drugs work by inhibiting 3CLpro — for example, this is how nirmatrelvir/ritonavir (Paxlovid) targets the COVID-19 virus. To better understand the way these drugs…...