Energy-Efficient Neuron, Synapse and STDP Integrated Circuits

Ultra-low energy biologically-inspired neuron and synapse integrated circuits are presented. The synapse includes a spike timing dependent plasticity (STDP) learning rule circuit. These circuits have been designed, fabricated and tested using a 90 nm CMOS process. Experimental measurements demonstra...

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Veröffentlicht in:	IEEE transactions on biomedical circuits and systems 2012-06, Vol.6 (3), p.246-256
Hauptverfasser:	Cruz-Albrecht, J. M., Yung, M. W., Srinivasa, N.
Format:	Artikel
Sprache:	eng
Schlagworte:	Biomedical Engineering Brain Brain - physiology Capacitors Circuits CMOS Computers Electrodes, Implanted Electronics energy Equipment Design Humans Integrated circuit modeling Integrated circuits Learning low power electronics Models, Neurological Neural Networks (Computer) Neurons Neurons - physiology Plasticity Prostheses and Implants Signal Processing, Computer-Assisted spike timing dependent plasticity (STDP) Spikes Synapses Synapses - physiology Synaptic Transmission - physiology Timing Transconductance Transistors
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