TY - GEN
T1 - CMOS encoder for scale-independent pattern recognition
AU - Saldãa-Pumarica, Julio
AU - Del-Moral-Hernández, Emilio
AU - Silva-Cárdenas, Carlos
PY - 2007
Y1 - 2007
N2 - The present paper reports the design of a CMOS circuit capable of codifying the natural logarithm of an analog voltage in the relative phase of a train of pulses. The circuit is aimed to the implementation of a scale-independent pattern recognition system, based on the explanation provided by J. Hopfield for the human brain pattern-recognition computation in terms of stimuli representation through the phase of the action potentials. The circuit is designed targeting the AMS 0.35 m process, occupying a core area of 0.0049 mm2 and with a power consumption of less than 14 W at a clock frequency of 3.3 MHz. The circuit codifies analog input voltages ranging form 1 to 5 V in phase differences between 2 and 2.7 s.
AB - The present paper reports the design of a CMOS circuit capable of codifying the natural logarithm of an analog voltage in the relative phase of a train of pulses. The circuit is aimed to the implementation of a scale-independent pattern recognition system, based on the explanation provided by J. Hopfield for the human brain pattern-recognition computation in terms of stimuli representation through the phase of the action potentials. The circuit is designed targeting the AMS 0.35 m process, occupying a core area of 0.0049 mm2 and with a power consumption of less than 14 W at a clock frequency of 3.3 MHz. The circuit codifies analog input voltages ranging form 1 to 5 V in phase differences between 2 and 2.7 s.
KW - Logarithmic encoding
KW - Neuromorphic
KW - Pulsed neural network
UR - http://www.scopus.com/inward/record.url?scp=37849005345&partnerID=8YFLogxK
U2 - 10.1145/1284480.1284545
DO - 10.1145/1284480.1284545
M3 - Conference contribution
AN - SCOPUS:37849005345
SN - 9781595938169
T3 - Proceedings - SBCCI 2007: 20th Symposium on Integrated Circuits and System Design
SP - 241
EP - 244
BT - Proceedings - SBCCI 2007
T2 - SBCCI 2007: 20th Symposium on Integrated Circuits and System Design
Y2 - 3 September 2007 through 6 September 2007
ER -