Bishwajit Mandal , M. Raveendra Kiran , Samarendra Pratap Singh
{"title":"用于神经形态电子学的黄原胶生物聚合物门控低电压工作光突触有机场效应晶体管","authors":"Bishwajit Mandal , M. Raveendra Kiran , Samarendra Pratap Singh","doi":"10.1016/j.synthmet.2024.117778","DOIUrl":null,"url":null,"abstract":"<div><div>Low voltage-operating light-stimulated organic field-effect transistors (OFETs) are attracting huge attention due to their potential for developing photonic neuromorphic synapse-based neural networks resembling the human brain. The OFETs based on environment friendly biocompatible materials and processability are highly desired for realizing photo synaptic elements. In this report, we demonstrate a low voltage-operating Xanthan gum-gated poly(2,5-bis(3-alkylthiophen-2-yl) thieno[3,2-<em>b</em>] thiophene) [PBTTT-C14] based OFETs, exhibiting photo synaptic behavior at <span><math><mo>−</mo></math></span>0.3 V. The basic photo response parameters such as photoresponsivity, detectivity, and photocurrent to dark current ratio of the OFETs are estimated to quantify the photo synaptic behavior of the OFETs. We report the fundamental neurobiological characteristics such as excitatory post-synaptic current (EPSC), pair pulse facilitation (PPF), short-term plasticity (STP), long-term plasticity (LTP), learning-forgetting-memorizing (LFM), and conversion of STP to LTP for the Xanthan gum-gated PBTTT-C14-based OFETs. Furthermore, we showcase the electronic \"OR\" logic operations by employing the OFETs and replicate the Pavlovian conditioning experiment to mimic the associative learning phenomenon. Using these photo synaptic OFETs, we replicate human emotion and mood-swing-dependence learning and memory behavior which is an important aspect of cognitive learning. The OFETs exhibit fairly low energy consumption <span><math><mo>∼</mo></math></span>100 pJ per optical operation to perform synaptic responses. We interpret and attribute the observed neuromorphic behavior to the charge-trapping occurring at the semiconductor-dielectric interface and bulk traps in OFETs. The presented results broaden opportunities to the device communities for building artificial complex neural networks using energy-efficient bio-polymer gated photo synaptic OFETs.</div></div>","PeriodicalId":22245,"journal":{"name":"Synthetic Metals","volume":"310 ","pages":"Article 117778"},"PeriodicalIF":4.0000,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Xanthan gum biopolymer gated low voltage-operating photo synaptic organic field-effect transistor for neuromorphic electronics\",\"authors\":\"Bishwajit Mandal , M. Raveendra Kiran , Samarendra Pratap Singh\",\"doi\":\"10.1016/j.synthmet.2024.117778\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Low voltage-operating light-stimulated organic field-effect transistors (OFETs) are attracting huge attention due to their potential for developing photonic neuromorphic synapse-based neural networks resembling the human brain. The OFETs based on environment friendly biocompatible materials and processability are highly desired for realizing photo synaptic elements. In this report, we demonstrate a low voltage-operating Xanthan gum-gated poly(2,5-bis(3-alkylthiophen-2-yl) thieno[3,2-<em>b</em>] thiophene) [PBTTT-C14] based OFETs, exhibiting photo synaptic behavior at <span><math><mo>−</mo></math></span>0.3 V. The basic photo response parameters such as photoresponsivity, detectivity, and photocurrent to dark current ratio of the OFETs are estimated to quantify the photo synaptic behavior of the OFETs. We report the fundamental neurobiological characteristics such as excitatory post-synaptic current (EPSC), pair pulse facilitation (PPF), short-term plasticity (STP), long-term plasticity (LTP), learning-forgetting-memorizing (LFM), and conversion of STP to LTP for the Xanthan gum-gated PBTTT-C14-based OFETs. Furthermore, we showcase the electronic \\\"OR\\\" logic operations by employing the OFETs and replicate the Pavlovian conditioning experiment to mimic the associative learning phenomenon. Using these photo synaptic OFETs, we replicate human emotion and mood-swing-dependence learning and memory behavior which is an important aspect of cognitive learning. The OFETs exhibit fairly low energy consumption <span><math><mo>∼</mo></math></span>100 pJ per optical operation to perform synaptic responses. We interpret and attribute the observed neuromorphic behavior to the charge-trapping occurring at the semiconductor-dielectric interface and bulk traps in OFETs. The presented results broaden opportunities to the device communities for building artificial complex neural networks using energy-efficient bio-polymer gated photo synaptic OFETs.</div></div>\",\"PeriodicalId\":22245,\"journal\":{\"name\":\"Synthetic Metals\",\"volume\":\"310 \",\"pages\":\"Article 117778\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2024-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Synthetic Metals\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0379677924002406\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Synthetic Metals","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0379677924002406","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
Low voltage-operating light-stimulated organic field-effect transistors (OFETs) are attracting huge attention due to their potential for developing photonic neuromorphic synapse-based neural networks resembling the human brain. The OFETs based on environment friendly biocompatible materials and processability are highly desired for realizing photo synaptic elements. In this report, we demonstrate a low voltage-operating Xanthan gum-gated poly(2,5-bis(3-alkylthiophen-2-yl) thieno[3,2-b] thiophene) [PBTTT-C14] based OFETs, exhibiting photo synaptic behavior at 0.3 V. The basic photo response parameters such as photoresponsivity, detectivity, and photocurrent to dark current ratio of the OFETs are estimated to quantify the photo synaptic behavior of the OFETs. We report the fundamental neurobiological characteristics such as excitatory post-synaptic current (EPSC), pair pulse facilitation (PPF), short-term plasticity (STP), long-term plasticity (LTP), learning-forgetting-memorizing (LFM), and conversion of STP to LTP for the Xanthan gum-gated PBTTT-C14-based OFETs. Furthermore, we showcase the electronic "OR" logic operations by employing the OFETs and replicate the Pavlovian conditioning experiment to mimic the associative learning phenomenon. Using these photo synaptic OFETs, we replicate human emotion and mood-swing-dependence learning and memory behavior which is an important aspect of cognitive learning. The OFETs exhibit fairly low energy consumption 100 pJ per optical operation to perform synaptic responses. We interpret and attribute the observed neuromorphic behavior to the charge-trapping occurring at the semiconductor-dielectric interface and bulk traps in OFETs. The presented results broaden opportunities to the device communities for building artificial complex neural networks using energy-efficient bio-polymer gated photo synaptic OFETs.
期刊介绍:
This journal is an international medium for the rapid publication of original research papers, short communications and subject reviews dealing with research on and applications of electronic polymers and electronic molecular materials including novel carbon architectures. These functional materials have the properties of metals, semiconductors or magnets and are distinguishable from elemental and alloy/binary metals, semiconductors and magnets.