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
相关论文
共 50 条
  • [21] Neuromorphic log-domain silicon synapse circuits obey bernoulli dynamics: a unifying tutorial analysis
    Papadimitriou, Konstantinos I.
    Liu, Shih-Chii
    Indiveri, Giacomo
    Drakakis, Emmanuel M.
    [J]. FRONTIERS IN NEUROSCIENCE, 2015, 8
  • [22] Micropower log-domain active inductor
    Ngarmnil, J
    Toumazou, C
    [J]. ELECTRONICS LETTERS, 1996, 32 (11) : 953 - 955
  • [23] Modified log-domain oscillator for chaos
    Özoguz, S
    Sengör, NS
    [J]. 1ST IEEE INTERNATIONAL CONFERENCE ON CIRCUITS AND SYSTEMS FOR COMMNICATIONS, PROCEEDINGS, 2002, : 287 - 290
  • [24] Log-domain circuits in subthreshold MOS
    Himmelbauer, W
    Andreou, AG
    [J]. 40TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 1998, : 26 - 30
  • [25] Log-domain Multiphase Sinusoidal Oscillator
    Prommee, Pipat
    Sra-ium, Napat
    Dejhan, Kobchai
    [J]. 2011 IEEE 54TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2011,
  • [26] Nonlinear dynamics of log-domain circuit
    Mahon, A
    Feely, O
    [J]. ELECTRONICS LETTERS, 2001, 37 (15) : 929 - 930
  • [27] Design of FGMOS log-domain filters
    Rodríguez-Villegas, E
    Yúfera, A
    Rueda, A
    [J]. Proceedings of the 46th IEEE International Midwest Symposium on Circuits & Systems, Vols 1-3, 2003, : 109 - 112
  • [28] A new 1.2V bicmos log-domain integrator for companding current-mode filters
    Punzenberger, M
    Enz, C
    [J]. ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 1, 1996, : 125 - 128
  • [29] Simple log-domain chaotic oscillator
    Özoguz, S
    [J]. ELECTRONICS LETTERS, 2001, 37 (23) : 1378 - 1379
  • [30] Balanced log-domain wavelet filters
    Li Hong-min
    He Yi-gang
    [J]. SIGNAL ANALYSIS, MEASUREMENT THEORY, PHOTO-ELECTRONIC TECHNOLOGY, AND ARTIFICIAL INTELLIGENCE, PTS 1 AND 2, 2006, 6357