Analog VLSI model of the leech heartbeat elemental oscillator

Although significant complexity has been demonstrated in software-based neural system models, it is very difficult to simulate these models near real time. Such real time operation is critical both in the extraction of the maximal information from the models and in the utilization of these models in the creation of artificial systems. Analog very large-scale integrated (aVLSI) circuits have been shown to be a useful medium for implementing real-time neural system models1. Additionally, aVLSI circuits are compact and dissipate little power, facilitating the engineering of artificial systems based on biological principles. Much research has been performed in the aVLSI modeling of early sensory (e.g., visual and auditory) processing 2,3,4. Little application has been made, however, in the modeling of biological motor systems, even though the technology has significant potential in this area.

[1]  Rahul Sarpeshkar,et al.  An analog VLSI cochlea with new transconductance amplifiers and nonlinear gain control , 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

[2]  Andreas G. Andreou,et al.  A Contrast Sensitive Silicon Retina with Reciprocal Synapses , 1991, NIPS.

[3]  S. Wolpert Recreating neural oscillators in VLSI , 1994, Proceedings of 1994 20th Annual Northeast Bioengineering Conference.

[4]  M. F. Simoni,et al.  Adaptation in an aVLSI model of a neuron , 1998, ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187).

[5]  Richard F. Lyon,et al.  A bidirectional analog VLSI Cochlear model , 1991 .

[6]  R. Douglas,et al.  A silicon neuron , 1991, Nature.

[7]  M. Simoni,et al.  Variable linear-range subthreshold OTA , 1997 .

[8]  Carver Mead,et al.  Analog VLSI and neural systems , 1989 .

[9]  Øystein H. Olsen,et al.  Activation of Intrinsic and Synaptic Currents in Leech Heart Interneurons by Realistic Waveforms , 1996, The Journal of Neuroscience.

[10]  James M. Bower,et al.  Modeling Small Oscillating Biological Networks in Analog VLSI , 1988, NIPS.