Si elegans: Evaluation of an innovative optical synaptic connectivity method for C-elegans Phototaxis using FPGAs

被引:0
|
作者
Machado, Pedro [1 ]
Memel, Alicia Costalago [1 ]
Lama, Nikesh [1 ]
Adama, David [1 ]
Appiah, Kofi [1 ]
McGinnity, T. M. [1 ]
Petrushin, Alexey [2 ]
Ferrara, Lorenzo [2 ]
Blau, Axel [2 ]
机构
[1] Nottingham Trent Univ, Computat Intelligence Lab, Clifton Campus, Nottingham, England
[2] Italian Inst Technol, Dept Neurosci & Brain Technol NBT, I-16163 Genoa, Italy
来源
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) | 2016年
基金
欧盟第七框架计划;
关键词
field programmable gate array (FPGA); biological nervous system (BNS); artificial neural network (ANN); C; elegans; and Si elegans;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Understanding how simple biological entities perform complex tasks (such as moving away from predators, reproduction and seeking for food) is one of the main goals of researchers across the world. The C. elegans nematode is one of the simplest and well characterised biological nervous systems (BNS) and the Si elegans EU FP7 project aims to develop a framework to mimic its functionality and better understand basic functions. This paper presents a small scale emulation environment composed of 8 neurons running on field programmable gate arrays (FPGAs), where each neuron FPGA is interconnected to all of the other neuron FPGAs via an innovative optical synaptic connectivity strategy. This paper evaluates the fidelity of synaptic communication for transmission of spikes using both wired and optical methods.
引用
收藏
页码:185 / 191
页数:7
相关论文
共 50 条
  • [41] Inositol monophosphatase regulates localization of synaptic components and behavior in the mature nervous system of C-elegans
    Tanizawa, Yoshinori
    Kuhara, Atsushi
    Inada, Hitoshi
    Kodama, Eiji
    Mizuno, Takafumi
    Mori, Ikue
    GENES & DEVELOPMENT, 2006, 20 (23) : 3296 - 3310
  • [42] Nanoscale Mechanical Stimulation Method for Quantifying C-elegans Mechanosensory Behavior and Memory
    Sugi, Takuma
    Okumura, Etsuko
    Kiso, Kaori
    Igarashi, Ryuji
    ANALYTICAL SCIENCES, 2016, 32 (11) : 1159 - 1164
  • [43] Using Expression Profiles of Caenorhabditis elegans Neurons To Identify Genes That Mediate Synaptic Connectivity
    Baruch, Leehod
    Itzkovitz, Shalev
    Golan-Mashiach, Michal
    Shapiro, Ehud
    Segal, Eran
    PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (07)
  • [44] GFP is selective non-linear optical sensor of electrophysiological processes is C-elegans
    Khatchatouriants, A
    Lewis, A
    Rothman, Z
    Loew, L
    Treinin, M
    BIOPHYSICAL JOURNAL, 2000, 78 (01) : 248A - 248A
  • [45] Using C-elegans to Decipher the Cellular and Molecular Mechanisms Underlying Neurodevelopmental Disorders
    Bessa, Carlos
    Maciel, Patricia
    Rodrigues, Ana Joao
    MOLECULAR NEUROBIOLOGY, 2013, 48 (03) : 465 - 489
  • [46] Diverse modes of synaptic signaling, regulation, and plasticity distinguish two classes of C-elegans glutamatergic neurons
    Ventimiglia, Donovan
    Bargmann, Cornelia I.
    ELIFE, 2017, 6
  • [47] Characterization of abberant synaptic vesicle targeting and effects on susceptibility to epileptic-like convulsions in C-elegans
    Locke, CJ
    Williams, SN
    Caldwell, KA
    Caldwell, GA
    MOLECULAR BIOLOGY OF THE CELL, 2004, 15 : 52A - 52A
  • [48] Measuring the Effects of Bacteria on C-Elegans Behavior Using an Egg Retention Assay
    Gardner, Mona
    Rosell, Mary
    Myers, Edith M.
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2013, (80):
  • [49] Protein interaction mapping in C-elegans using proteins involved in vulval development
    Walhout, AJM
    Sordella, R
    Lu, XW
    Hartley, JL
    Temple, GF
    Brasch, MA
    Thierry-Mieg, N
    Vidal, M
    SCIENCE, 2000, 287 (5450) : 116 - 122
  • [50] The Eps15 C-elegans homologue EHS-1 is implicated in synaptic vesicle recycling
    Salcini, AE
    Hilliard, MA
    Croce, A
    Arbucci, S
    Luzzi, P
    Tacchetti, C
    Daniell, L
    De Camilli, P
    Pelicci, PG
    Di Fiore, PP
    Bazzicalupo, P
    NATURE CELL BIOLOGY, 2001, 3 (08) : 755 - 760