Jahr | 2023 |
Autor(en) | Philipp Dauer, Milena Czierlinski, Sebastian Billaudelle, Andreas Grübl and Johannes Schemmel |
Titel | A flexible column parallel successive-approximation ADC for hybrid neuromorphic computing |
KIP-Nummer | HD-KIP 23-48 |
KIP-Gruppe(n) | F9 |
Dokumentart | Paper |
Keywords (angezeigt) | analog-to-digital conversion, SAR, neuromorphic |
doi | 10.1109/PRIME58259.2023.10161980 |
Abstract (en) | This work presents a concept and components for a Nyquist dual mode charge-redistribution SAR ADC in a 65 nm-process. Its fast mode (62.5 MS s−1) offers 7 bit resolution using an interleaving technique and its precise mode 8 bit resolution at 12.5 MS s−1. The ADC is specialized on the requirements of a parallel interface between analog and digital computing blocks in the neuromorphic BrainScaleS-2 (BSS-2) system. Furthermore, it offers a small area footprint of around 1500 μm2 and low power consumption. It targets at two main applications: A fast result readout for analog vector-matrix-multiplications as well as membrane potentials and other plasticity related observable in spiking neural networks (SNNs). |
bibtex | @inproceedings{dauer2023flexible, author = {Philipp Dauer, Milena Czierlinski, Sebastian Billaudelle, Andreas Grübl and Johannes Schemmel}, title = {A flexible column parallel successive-approximation ADC for hybrid neuromorphic computing}, booktitle = {2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME)}, year = {2023}, pages = {157-160}, note = {10.1109/PRIME58259.2023.10161980} } |
Datei | |
URL | IEEE paper |