Configurable conduction delay circuits for high spiking rates

• Published in: 2012 IEEE International Symposium on Circuits and Systems (ISCAS) pp. 2091 - 2094
• Main Authors: Belhadj, B., Joubert, A., Temam, O., Heliot, R.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2012
• Subjects: Accuracy; Delay; Firing; Jitter; Memory management; Radiation detectors; Registers
• ISBN: 9781467302180; 146730218X
• ISSN: 0271-4302; 2158-1525
• DOI: 10.1109/ISCAS.2012.6271696

The conduction delay in neural systems has been proven to play an important role in processing neural information. In hardware spiking neural networks (SNN), emulating conduction delays consists of intercepting and buffering spikes for a certain amount of time during their transfer. The complexity of the conduction delay implementation increases with high spiking rates; it implies (1) storing a large number of spikes into memory cells and (2) conserving the required time resolution while processing the delays. As a result, the circuit size becomes very large and difficult to integrate into large scale SNN systems. In this paper, we highlight the trade-offs of an efficient digital delay circuit design supporting high neuron firing rates. The key issue resides in conserving spikes and spike timings while limiting storage requirements. We present a digital implementation of a configurable delay circuit supporting spiking rates of up to 1Meps (Mega events per second) and a delay range going from 1μ with a time resolution less than 5% of the configured delay time. Synthesis results show that, using the CMOS 65nm technology, the required silicon area is 1600μm 2 .