Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions

no code implementations • 14 Mar 2022 • Arindam Basu, Charlotte Frenkel, Lei Deng, Xueyong Zhang

In this paper, we reviewed Spiking neural network (SNN) integrated circuit designs and analyzed the trends among mixed-signal cores, fully digital cores and large-scale, multi-core designs.

A $0.11-0.38$ pJ/cycle Differential Ring Oscillator in $65$ nm CMOS for Robust Neurocomputing

no code implementations • 2 Nov 2020 • Xueyong Zhang, Jyotibdha Acharya, Arindam Basu

This paper presents a low-area and low-power consumption CMOS differential current controlled oscillator (CCO) for neuromorphic applications.