Papers related to Dendritic Modeling and Computation
- First dendritic transistor channel modeling paper,
including reconfigurable capability as part of the resulting architecture.
pdf
- First discussions on integrated and configurable
channel neuron, synapses, and dendrites.
EMBS 2006: pdf ,
ISCAS 2006: pdf
P. Hasler, E. Farquhar, and C. Gordon,
"Building large networks of biological neurons,"
IEEE EMBC,
August 2006, pp. 6548-6551.
Invited Special Session Conference Paper.
E. Farquhar, C. Gordon, and P. Hasler,
"A field programmable neural array,”
IEEE International Symposium on Circuits and Systems, May 2006.
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Dendrite Channel Model with direct comparisons / extensions to Rall's formulation (TCAS)
pdf
S. Nease, S. George, P. Hasler, S. Koziol, and S. Brink,
"Modeling and Implementation of Voltage-Mode
CMOS Dendrites on a Reconfigurable
Analog Platform,"
IEEE Transactions on BioMedical Circuits and Systems, Vol. 6, No. 1, Feb 2012.
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First paper to discuss the hypothesis of the link between the
HMM classifiers
and dendritic computationi (channel model based modeling),
with initial circuits illustrating these approaches.
pdf
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Discussion of Dendritic Wordspotting related to HMM classifiers typical for speech recognition.
Journal: pdf ,
BioCAS Conf:
pdf
S. George, J. Hasler, S. Koziol, S. Nease, and Shubha Ramakrishnan,
"Low Power Dendritic Computation for Wordspotting,"
Low Power Electronics and Applicationsi, vol. 3, 2013, pp. 73-98
S. George and P. Hasler,
"HMM classifier using biophysically based CMOS dendrites for wordspotting,"
BioCAS Proceedings, San Deigo, 2011.