TY - GEN
T1 - NeuFlow
T2 - 2012 IEEE 55th International Midwest Symposium on Circuits and Systems, MWSCAS 2012
AU - Pham, Phi Hung
AU - Jelaca, Darko
AU - Farabet, Clement
AU - Martini, Berin
AU - LeCun, Yann
AU - Culurciello, Eugenio
PY - 2012
Y1 - 2012
N2 - This paper presents a bio-inspired vision system-on-a-chip - neuFlow SoC implemented in the IBM 45 nm SOI process. The neuFlow SoC was designed to accelerate neural networks and other complex vision algorithms based on large numbers of convolutions and matrix-to-matrix operations. Post-layout characterization shows that the system delivers up to 320 GOPS with an average power consumption of 0.6 W. The power-efficiency and portability of this system is ideal for embedded vision-based devices, such as driver assistance, and robotic vision.
AB - This paper presents a bio-inspired vision system-on-a-chip - neuFlow SoC implemented in the IBM 45 nm SOI process. The neuFlow SoC was designed to accelerate neural networks and other complex vision algorithms based on large numbers of convolutions and matrix-to-matrix operations. Post-layout characterization shows that the system delivers up to 320 GOPS with an average power consumption of 0.6 W. The power-efficiency and portability of this system is ideal for embedded vision-based devices, such as driver assistance, and robotic vision.
UR - http://www.scopus.com/inward/record.url?scp=84867306359&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867306359&partnerID=8YFLogxK
U2 - 10.1109/MWSCAS.2012.6292202
DO - 10.1109/MWSCAS.2012.6292202
M3 - Conference contribution
AN - SCOPUS:84867306359
SN - 9781467325264
T3 - Midwest Symposium on Circuits and Systems
SP - 1044
EP - 1047
BT - 2012 IEEE 55th International Midwest Symposium on Circuits and Systems, MWSCAS 2012
Y2 - 5 August 2012 through 8 August 2012
ER -