Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks-Reference-Cited by-同舟云学术

Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks

Published:2022-05-28 Issue: Volume: Page:
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Container-title:2022 IEEE International Symposium on Circuits and Systems (ISCAS)
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Author:

Moro Filippo¹,Esmanhotto E.¹,Hirtzlin T.¹,Castellani N.¹,Trabelsi A.¹,Dalgaty T.¹,Molas G.¹,Andrieu F.¹,Brivio S.²,Spiga S.²,Indiveri G.³,Payvand M.³,Vianello E.¹

Affiliation:

1. CEA-Leti,Grenoble,France

2. CNR-IMM,Agrate Brianza,Italy

3. Institute of Neuroinformatics, University of Zurich and ETH Zurich,Switzerland

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9937201/9937203/09937820.pdf?arnumber=9937820

Reference12 articles.

1. Synaptic Dynamics in Analog VLSI

2. A current-mode conductance-based silicon neuron for address-event neuromorphic systems

3. The heidelberg spiking data sets for the systematic evaluation of spiking neural networks;cramer;IEEE Transactions on Neural Networks and Learning Systems,2020

4. Random telegraph noise in HfOx Resistive Random Access Memory: From physics to compact modeling

5. Neural heterogeneity promotes robust learning

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