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IJCNN
2000
IEEE
13 years 11 months ago
Hardware Implementation of a PCA Learning Network by an Asynchronous PDM Digital Circuit
We have fabricated a PCA (Principal Component Analysis) learning network in a FPGA (Field Programmable Gate Array) by using an asynchronous PDM (Pulse Density Modulation) digital ...
Yuzo Hirai, Kuninori Nishizawa
ASYNC
2006
IEEE
122views Hardware» more  ASYNC 2006»
14 years 1 months ago
A Level-Crossing Flash Asynchronous Analog-to-Digital Converter
Distributed sensor networks, human body implants, and hand-held electronics have tight energy budgets that necessitate low power circuits. Most of these devices include an analog-...
Filipp Akopyan, Rajit Manohar, Alyssa B. Apsel
ISCAS
2006
IEEE
144views Hardware» more  ISCAS 2006»
14 years 28 days ago
A VLSI spike-driven dynamic synapse which learns only when necessary
— We describe an analog VLSI circuit implementing spike-driven synaptic plasticity, embedded in a network of integrate-and-fire neurons. This biologically inspired synapse is hi...
S. Mitra, Stefano Fusi, Giacomo Indiveri
APIN
2002
121views more  APIN 2002»
13 years 6 months ago
Applying Learning by Examples for Digital Design Automation
This paper describes a new learning by example mechanism and its application for digital circuit design automation. This mechanism uses finite state machines to represent the infer...
Ben Choi