# Memcapacitive neural networks

arXiv: https://arxiv.org/abs/1307.6921 · HTML: https://mlsanity.com/paper/1307.6921/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 26 Jul 2013.

## Built on by (most cited first, 1 of 1)

- [Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing](https://mlsanity.com/paper/2305.12025/) (2023)

## Abstract (arXiv)

We show that memcapacitive (memory capacitive) systems can be used as synapses in artificial neural networks. As an example of our approach, we discuss the architecture of an integrate-and-fire neural network based on memcapacitive synapses. Moreover, we demonstrate that the spike-timing-dependent plasticity can be simply realized with some of these devices. Memcapacitive synapses are a low-energy alternative to memristive synapses for neuromorphic computation.