Multiplexed neurochemical transmission emulated using a dual-excitatory synaptic transistor
Source abstract
Abstract
Abstract The ability to emulate multiplexed neurochemical transmission is an important step toward mimicking complex brain activities. Glutamate and dopamine are neurotransmitters that regulate thinking and impulse signals independently or synergistically. However, emulation of such simultaneous neurotransmission is still challenging. Here we report design and fabrication of synaptic transistor that emulates multiplexed neurochemical transmission of glutamate and dopamine. The device can perform glutamate-induced long-term potentiation, dopamine-induced short-term potentiation, or co-release-induced depression under particular stimulus patterns. More importantly, a balanced ternary system that uses our ambipolar synaptic device backtrack input ‘true’, ‘false’ and ‘unknown’ logic signals; this process is more similar to the information processing in human brains than a traditional binary neural network. This work provides new insight for neuromorphic systems to establish new principles to reproduce the complexity of a mammalian central nervous system from simple basic units.
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Research context
OpenAlex topics: Advanced Memory and Neural Computing · Neuroscience and Neural Engineering · Neural dynamics and brain function
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (33)
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1. van de Burgt, Y., Melianas, A., Keene, S. T., Malliaras, G. & Salleo, A. Organic electronics for neuromorphic computing. Nat. Electron. 1, 386–397 (2018).10.1038/s41928-018-0103-3 ↗
2. Wan, Q., Sharbati, M. T., Erickson, J. R., Du, Y. & Xiong, F. Emerging artificial synaptic devices for neuromorphic computing. Adv. Mater. Technol. 4, 1900037 (2019).10.1002/admt.201900037 ↗
3. Ohno, T. et al. Short-term plasticity and long-term potentiation mimicked in single inorganic synapses. Nat. Mater. 10, 591–595 (2011).10.1038/nmat3054 ↗
4. Gkoupidenis, P., Schaefer, N., Garlan, B. & Malliaras, G. G. Neuromorphic functions in PEDOT:PSS organic electrochemical transistors. Adv. Mater. 27, 7176–7180 (2015).10.1002/adma.201503674 ↗
5. Xu, W. et al. Organometal halide perovskite artificial synapses. Adv. Mater. 28, 5916–5922 (2016).10.1002/adma.201506363 ↗
6. Park, Y. & Lee, J. S. Artificial synapses with short- and long-term memory for spiking neural networks based on renewable materials. ACS Nano 11, 8962–8969 (2017).10.1021/acsnano.7b03347 ↗
7. van de Burgt, Y. et al. A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing. Nat. Mater. 16, 414–418 (2017).10.1038/nmat4856 ↗
8. Xu, W. T. et al. Ultrasensitive artificial synapse based on conjugated polyelectrolyte. Nano Energy 48, 575–581 (2018).10.1016/j.nanoen.2018.02.058 ↗
9. Kim, K., Chen, C. L., Truong, Q., Shen, A. M. & Chen, Y. A carbon nanotube synapse with dynamic logic and learning. Adv. Mater. 25, 1693–1698 (2013).10.1002/adma.201203116 ↗
10. Barker, D. J., Root, D. H., Zhang, S. & Morales, M. Multiplexed neurochemical signaling by neurons of the ventral tegmental area. J. Chem. Neuroanat. 73, 33–42 (2016).10.1016/j.jchemneu.2015.12.016 ↗
11. Munster-Wandowski, A., Gomez-Lira, G. & Gutierrez, R. Mixed neurotransmission in the hippocampal mossy fibers. Front. Cell. Neurosci. 7, 210 (2013).10.3389/fncel.2013.00210 ↗
12. Yu, X. et al. Wakefulness is governed by GABA and histamine cotransmission. Neuron 87, 164–178 (2015).10.1016/j.neuron.2015.06.003 ↗
13. Andre, V. M., Cepeda, C. & Levine, M. S. Dopamine and glutamate in Huntington’s disease: a balancing act. CNS Neurosci. Ther. 16, 163–178 (2010).10.1111/j.1755-5949.2010.00134.x ↗
14. Liu, Y. Q. et al. Self-powered artificial synapses actuated by triboelectric nanogenerator. Nano Energy 60, 377–384 (2019).10.1016/j.nanoen.2019.03.079 ↗
15. Wan, C. J. et al. Flexible metal oxide/graphene oxide hybrid neuromorphic transistors on flexible conducting graphene substrates. Adv. Mater. 28, 5878–5885 (2016).10.1002/adma.201600820 ↗
16. Zhu, L. Q. et al. Flexible proton-gated oxide synaptic transistors on Si membrane. ACS Appl. Mater. Interfaces 8, 21770–21775 (2016).10.1021/acsami.6b05167 ↗
17. Jeong, J. W. et al. Tunnelling-based ternary metal–oxide–semiconductor technology. Nat. Electron. 2, 307–312 (2019).10.1038/s41928-019-0272-8 ↗
18. McEntee, W. J. & Crook, T. H. Glutamate: its role in learning, memory, and the aging brain. Psychopharmacology 111, 391–401 (1993).10.1007/BF02253527 ↗
19. Bromberg-Martin, E. S., Matsumoto, M. & Hikosaka, O. Dopamine in motivational control: rewarding, aversive, and alerting. Neuron 68, 815–834 (2010).10.1016/j.neuron.2010.11.022 ↗
20. David, S. et al. Dopamine neurons make glutamatergic synapses in vitro. J. Neurosci. 18, 4588–4602 (1998).10.1523/JNEUROSCI.18-12-04588.1998 ↗
21. Tseng, K. Y. & O’Donnell, P. Dopamine-glutamate interactions controlling prefrontal cortical pyramidal cell excitability involve multiple signaling mechanisms. J. Neurosci. 24, 5131–5139 (2004).10.1523/JNEUROSCI.1021-04.2004 ↗
22. Huang, H. C., Huang, C. W., Hsieh, C. T. & Teng, H. Electric double layer capacitors of high volumetric energy based on ionic liquids and hierarchical-pore carbon. J. Mater. Chem. A 2, 14963–14972 (2014).10.1039/C4TA01468E ↗
23. Chow, W. L. et al. High mobility 2D palladium diselenide field-effect transistors with tunable ambipolar characteristics. Adv. Mater. 29, 1602969 (2017).10.1002/adma.201602969 ↗
24. Zeng, L. H. et al. Controlled synthesis of 2D palladium diselenide for sensitive photodetector applications. Adv. Funct. Mater. 29, 1806878 (2019).10.1002/adfm.201806878 ↗
25. Tian, H. et al. Graphene dynamic synapse with modulatable plasticity. Nano. Lett. 15, 8013–8019 (2015).10.1021/acs.nanolett.5b03283 ↗
26. Tian, H. et al. Emulating bilingual synaptic response using a junction-based artificial synaptic device. ACS Nano 11, 7156–7163 (2017).10.1021/acsnano.7b03033 ↗
27. Tian, H. et al. Anisotropic black phosphorus synaptic device for neuromorphic applications. Adv. Mater. 28, 4991–4997 (2016).10.1002/adma.201600166 ↗
28. Zhang, S. et al. Controllable, wide-ranging n-doping and p-doping of monolayer group 6 transition-metal disulfides and diselenides. Adv. Mater. 36, 1802991 (2018).10.1002/adma.201802991 ↗
29. Ni, Y. et al. Effective performance improvement of organic thin film transistors by using tri-layer insulators. Eur. Phys. J. -Appl. Phys. 83, 20201 (2018).10.1051/epjap/2018180138 ↗
30. Pei, K. et al. A high-performance optical memory array based on inhomogeneity of organic semiconductors. Adv. Mater. 30, e1706647 (2018).10.1002/adma.201706647 ↗
31. Ren, Y. et al. Ambipolar transistors: recent advances in ambipolar transistors for functional applications. Adv. Funct. Mater. 29, 1903700 (2019).10.1002/adfm.201903700 ↗
32. Nishizawa, Y. Glutamate release and neuronal damage in ischemia. Life Sci. 69, 369–381 (2001).10.1016/S0024-3205(01)01142-0 ↗
33. Rubinstein, M. et al. Dopamine D4 receptor-deficient mice display cortical hyperexcitability. J. Neurosci. 21, 3756–3763 (2001).10.1523/JNEUROSCI.21-11-03756.2001 ↗