Interspike interval decoding neural network

Details Interspike interval decoding neural network Interspike interval decoding neural network

1990-12-19

1993-06-01

MacDonald, Allen R.

G05B 1518

Patent

active

052167526

ABSTRACT:
A multi-layered neural network is disclosed that converts an incoming temporally coded spike train into a spatially distributed topographical map from which interspike-interval and bandwidth information may be extracted. This neural network may be used to decode multiplexed pulse-coded signals embedded serially in an incoming spike train into parallel distributed topographically mapped channels. A signal processing and code conversion algorithm not requiring learning is provided.

REFERENCES:
Asynchronous VLSI Neural Network Using Pulse-Stream Arithmetic; Murray et al.; IEEE J. of Solid-State Circuits; vol. 23, No. 3; Jun. 1988; pp. 688-697.
A model for temporal correlation of biological neuronal spike trains; Tam et al.; IJCNN; Jun. 18-22, 1989; vol. 1.
Tam, David C., "Decoding of Firing Intervals in a Temporal-Coded Spike Train Using a Topographically Mapped Neural Network," Proceedings of the International Joint Conference of Neural Networks (1990) III:627-632.
Tam, David C., "Temporal-Spatial Coding Transformation: Conversion of Frequency-Code to Place-Code Via a Time-Delayed Neural Network," Proceedings of the International Joint Conference of Neural Networks (1990) I:130-134.

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