Jun 10, 2021 · Furthermore, we demonstrate how such a neuron was tuned to detect a particular spatiotemporal feature by discrete address-reprogramming of the ...

This work investigates the use of balanced excitatory–inhibitory disynaptic lateral connections as a resource-efficient mechanism for implementing a ...

Jun 10, 2021 · We present hardware-in-the-loop experiments with a DYNAP-SE neuromorphic processor, in which receptive fields of heterogeneous coincidence- ...

Aug 4, 2022 · ABSTRACT. Mixed-signal neuromorphic processors with brain-like organiza- tion and device physics offer an ultra-low-power alternative to.

Several designs have been proposed to implement VLSI Hopfield neural networks. Most recent implementations use an architecture more adapted to VLSI design. In ...

Spatiotemporal pattern recognition in single mixed-signal VLSI neurons with heterogeneous dynamic synapses. M Nilsson, F Liwicki, F Sandin. Proceedings of the ...

Nov 21, 2022 · Here, we investigate synaptic integration of spatiotemporal spike patterns with multiple dynamic synapses on point-neurons in the DYNAP-SE ...

It is demonstrated that a single point-neuron with dynamic synapses in the DYNAP-SE can respond selectively to presynaptic spikes with a particular ...

Jul 28, 2022 · 10:00-10:30: Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses. Mattias Nilsson ...

Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses. Conference Paper. Sep 2022. Mattias ...