Title :
ECCOPUNCH: the Edinburgh classical conditioning pulsed neural chip
Author :
Lehmann, Torsten
Author_Institution :
Dept. of Electr. Eng., Edinburgh Univ., UK
Abstract :
In this paper, we present experimental results from the critical circuit structures on the Edinburgh Classical Conditioning Pulsed Neural Chip. Being inspired from psycho-biological modelling, this chip successfully implements a continuous time version of a differential Hebbian learning algorithm for pulsed neural systems with non-linear synapses. The chip can solve simple classical conditioning tasks and the working chip verifies the design methodologies put forward in previous papers
Keywords :
CMOS integrated circuits; Hebbian learning; continuous time systems; integrated circuit design; neural chips; ECCOPUNCH; classical conditioning; continuous time version; critical circuit structures; design methodologies; differential Hebbian learning algorithm; nonlinear synapses; psycho-biological modelling; pulsed neural chip; pulsed neural systems; Band pass filters; Delay; Neural network hardware; Neurons; Pulse circuits; Pulse measurements; Rectifiers; Switches; System-on-a-chip; Voltage-controlled oscillators;
Conference_Titel :
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN :
0-7803-3583-X
DOI :
10.1109/ISCAS.1997.608511
