Papers related to Dendritic Modeling and Computation
- First dendritic transistor channel modeling paper,
including reconfigurable capability as part of the resulting architecture.
- 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,"
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.
Dendrite Channel Model with direct comparisons / extensions to Rall's formulation (TCAS)
S. Nease, S. George, P. Hasler, S. Koziol, and S. Brink,
"Modeling and Implementation of Voltage-Mode
CMOS Dendrites on a Reconfigurable
IEEE Transactions on BioMedical Circuits and Systems, Vol. 6, No. 1, Feb 2012.
First paper to discuss the hypothesis of the link between the
and dendritic computationi (channel model based modeling),
with initial circuits illustrating these approaches.
Discussion of Dendritic Wordspotting related to HMM classifiers typical for speech recognition.
Journal: 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.