Take a moment to view my
RESEARCH PROJECTS

 

Emulating the brain

Below you will find a handful of my research work that I've accomplished in the past few years. Each project has detailed descriptions of the technologies proposed.

 

lsm_der_luna

Dendritically Enhanced Readout

Resource optimized. Mismatch resilient. Good performance.

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lsm_der_luna

Morph. Optimizing Tempotron

A structural plasticity algorithm having low memory requirements.

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imageedit_17_7690672803

Unsupervised Structural Plasticity

A resource constrained WTA architecture using unsupervised structural plasticity.

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der_hardware_border

Spiking Neural Classifier

A low-power neural classifier suitable for real-time operations.

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evol_liq_luna

Self-evolving Reservoir

Unsupervised learning. Recurrent architecture. Binary synapses.

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truenorth_luna

TrueNorth Learning

Programming IBM's non-Von neumann computer of the future.

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Scientific portals

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Google Scholar ResearchGate