NOMFET

NOMFET is a nanoparticle organic memory field-effect transistor. The transistor is designed to mimic the feature of the human synapse known as plasticity, or the variation of the speed and strength of the signal going from neuron to neuron. The device uses gold nano-particles of about 5—20 nm set with pentacene to emulate the change in voltages and speed within the signal. This device uses charge trapping/detrapping in an array of gold nanoparticules (NPs) at the SiO2/pentacene interface to design a SYNAPSTOR (synapse transistor) mimicking the dynamic plasticity of a biological synapse. This device (memristor-like) mimics short-term plasticity (STP) [1] and temporal correlation plasticity (STDP, spike-timing dependent plasticity),[2] two "functions" at the basis of learning processes. A compact model was developed,[3] and these organic synapstors were used to demonstrate an associative memory, which can be trained to present a pavlovian response.[4] A recent report showed that these organic synapse-transistors (synapstor) are working at 1 volt and with a plasticity typical response time in the range 100-200 ms.[5]

The recent creation of this novel transistor gives prospects to better recreation of certain types of human cognitive processes, such as recognition and image processing.[6] When the NOMFET is used in a neuromorphic circuit it is able to replicate the functionality of plasticity that previously required groups of several transistors to emulate and thus continue to decrease the size of the processor that would be attempting to utilize the computational advantages of a pseudo-synaptic operation. (See Moore's Law)

See also

References

  1. ↑ An organic-nanoparticle transistor behaving as a biological spiking synapse. F. Alibart, S. Pleutin, D. Guerin, C. Novembre, S. Lenfant, K. Lmimouni, C. Gamrat & D. Vuillaume. Adv. Func. Mater. 20(2), 330-337 (2010). Adv. Func. Mater.
  2. ↑ A memristive nanoparticle/organic hybrid synapstor for neuro-inspired computing. F. Alibart, S. Pleutin, O. Bichler, C. Gamrat, T. Serrano-Gotarredona, B. Linares-Barranco & D. Vuillaume. Adv. Func. Mater. 22, 609-616 (2012). Adv. Func. Mater.
  3. ↑ Functional Model of a Nanoparticle-Organic Memory Transistor for Use as a Spiking Synapse. O. Bichler, W. Zhao, F. Alibart, S. Pleutin, D. Vuillaume & G. Gamrat, IEEE Trans. Electron. Dev. 57(11), 3115-3122 (2010). IEEE Trans. Electron Dev.
  4. ↑ Pavlov's Dog Associative Learning Demonstrated on Synaptic-like Organic Transistors. O. Bichler, W. Zhao, F. Alibart, S. Pleutin, S. Lenfant, D. Vuillaume & C. Gamrat. Neural Computation 25(2), 549-566 (2013). Neural Computations
  5. ↑ Low voltage and time constant organic synapse-transistor. S. Desbief, A. Kyndiah, D. Guerin, D. Gentili, M. Murgia, S. Lenfant, F. Alibart, T. Cramer, F. Biscarini & D. Vuillaume. Organic Electronics 21, 47-53 (2015). Organic Electronics
  6. ↑ New transistors mimic human brain's synapses,
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