Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Jul 202019922001200920172026
1 result for “nanoelectronics”
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic Nodescs.LG

DNPUs improve neural network performance with high-capacity nanoelectronic nodes.

problem Limited performance of single DNPUs in solving complex classification problems.
method Developed DNPUs as high-capacity neurons and implemented multi-DNPU networks.
result Feed-forward DNPU networks improve single DNPU performance from 77% to 94% test accuracy.
Dopant Network Processing Unitsneural networksmemristor arraysnanoelectronicsclassification problems
2020-07-24abs ↗pdf ↗