IEEE transactions on biomedical circuits and systems, 2012-06, Vol.6 (3), p.246-256
2012
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Details
- Autor(en) / Beteiligte
- Titel
- Energy-Efficient Neuron, Synapse and STDP Integrated Circuits
- Ist Teil von
- IEEE transactions on biomedical circuits and systems, 2012-06, Vol.6 (3), p.246-256
- Ort / Verlag
- United States: IEEE
- Erscheinungsjahr
- 2012
- Quelle
- IEEE Electronic Library (IEL)
- Beschreibungen/Notizen
- 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 demonstrate proper operation. The neuron and the synapse with STDP circuits have an energy consumption of around 0.4 pJ per spike and synaptic operation respectively.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 1932-4545eISSN: 1940-9990DOI: 10.1109/TBCAS.2011.2174152Titel-ID: cdi_pubmed_primary_23853146
- Format
- –
- 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