Organic Log-Domain Integrator Synapse

被引:5
|
作者
Hosseini, Mohammad Javad Mirshojaeian [1 ]
Donati, Elisa [2 ,3 ]
Indiveri, Giacomo [2 ,3 ]
Nawrocki, Robert A. [1 ]
机构
[1] Purdue Univ, Sch Engn Technol, 401 N Grant St, W Lafayette, IN 47907 USA
[2] Univ Zurich, Inst Neuroinformat, Winterthurerstr 190, CH-8057 Zurich, Switzerland
[3] Swiss Fed Inst Technol, Winterthurerstr 190, CH-8057 Zurich, Switzerland
来源
ADVANCED ELECTRONIC MATERIALS | 2022年 / 8卷 / 02期
关键词
neuromorphics; organic neuromorphics; flexible organic synaptic circuit; log-domain integrator synapse; biologically plausible time constant; HIGH-FREQUENCY; PROCESSORS; VOLTAGE; SPIKING; SYSTEM; DEVICE;
D O I
10.1002/aelm.202100724
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Synapses play a critical role in memory, learning, and cognition. Their main functions include converting presynaptic voltage spikes to postsynaptic currents, as well as scaling the input signal. Several brain-inspired architectures have been proposed to emulate the behavior of biological synapses. While these are useful to explore the properties of nervous systems, the challenge of making biocompatible and flexible circuits with biologically plausible time constants and tunable gain remains. Here, a physically flexible organic log-domain integrator synaptic circuit is shown to address this challenge. In particular, the circuit is fabricated using organic-based materials that are electrically active, offer flexibility and biocompatibility, as well as time constants (critical in learning neural codes and encoding spatiotemporal patterns) that are biologically plausible. Using a 10 nF synaptic capacitor, the time constant reached 126 and 221 ms before and during bending, respectively. The flexible synaptic circuit is characterized before and during bending, followed with studies on the effects of weighting voltage, synaptic capacitance, and disparity in presynaptic signals on the time constant.
引用
收藏
页数:9
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