8 citations · 8 across the 3 of their papers we have counts for
3 papers
Synchrony-Gated Plasticity with Dopamine Modulation for Spiking Neural Networks
Yuchen Tian, Samuel Tensingh, Jason Eshraghian +2
While surrogate backpropagation proves useful for training deep spiking neural networks (SNNs), incorporating biologically inspired local signals on a large scale remains challengi…
Learning with Spike Synchrony in Spiking Neural Networks
Yuchen Tian, Assel Kembay, Samuel Tensingh +3
Spiking neural networks (SNNs) promise energy-efficient computation by mimicking biological neural dynamics, yet existing plasticity rules focus on isolated spike pairs and fail to…
Neuromorphic Neuromodulation: Towards the next generation of on-device AI-revolution in electroceuticals
Luis Fernando Herbozo Contreras, Nhan Duy Truong, Jason K. Eshraghian +4
Neuromodulation techniques have emerged as promising approaches for treating a wide range of neurological disorders, precisely delivering electrical stimulation to modulate abnorma…