TY - GEN
T1 - A digital in-analogue out logic gate based on metal-oxide memristor devices
AU - Papandroulidakis, G.
AU - Michalas, L.
AU - Serb, A.
AU - Khiat, A.
AU - Merrett, Geoff V.
AU - Prodromakis, T.
N1 - Funding Information:
This research is enabled by the support of the Engineering and Physical Sciences Research Council EP/K017829/1 research grant.
Publisher Copyright:
© 2019 IEEE
PY - 2019/5/1
Y1 - 2019/5/1
N2 - An important cornerstone of data processing is the ability to efficiently capture structure in data and perform data classification. More recently, memristive technologies enabled the incorporation of continuous tuneable resistive elements directly in hardware, thus increasing the efficiency of reconfigurable systems power and area-wise. Memristors are a promising candidate for reconfigurable circuits capable of carrying out classification with physical computing, such as dot-product vector multiplication and accumulation technique. In this work, we demonstrate a novel proof-of-concept memristor-based Digital-In-Analogue-Out logic circuit and present preliminary results highlighting the effect of non-uniform non-linear memristor IV characteristics that result in device-to-device behavioural variation.
AB - An important cornerstone of data processing is the ability to efficiently capture structure in data and perform data classification. More recently, memristive technologies enabled the incorporation of continuous tuneable resistive elements directly in hardware, thus increasing the efficiency of reconfigurable systems power and area-wise. Memristors are a promising candidate for reconfigurable circuits capable of carrying out classification with physical computing, such as dot-product vector multiplication and accumulation technique. In this work, we demonstrate a novel proof-of-concept memristor-based Digital-In-Analogue-Out logic circuit and present preliminary results highlighting the effect of non-uniform non-linear memristor IV characteristics that result in device-to-device behavioural variation.
KW - Dot-product computing
KW - Memristive reconfigurable gates
KW - Memristor
KW - Metal Oxide ReRAM
KW - Threshold Logic Gates
UR - http://www.scopus.com/inward/record.url?scp=85066807820&partnerID=8YFLogxK
U2 - 10.1109/ISCAS.2019.8702778
DO - 10.1109/ISCAS.2019.8702778
M3 - Conference contribution
AN - SCOPUS:85066807820
T3 - Proceedings - IEEE International Symposium on Circuits and Systems
BT - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings
PB - Institute of Electrical and Electronics Engineers
T2 - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019
Y2 - 26 May 2019 through 29 May 2019
ER -