Bernabe Linares-Barranco

TL;DR: In this article, the authors provide a tutorial describing how various technologies including emerging memristive devices, Field Programmable Gate Arrays (FPGAs), and Complementary Metal Oxide Semiconductor (CMOS) can be used to develop efficient DL accelerators to solve a wide variety of diagnostic, pattern recognition, and signal processing problems in healthcare.

TL;DR: The transconductance-mode (T-mode) approach is extended to implement analog continuous-time neural network hardware systems to include on-chip Hebbian learning and on- chip analog weight storage capability.

TL;DR: In this article, a chip that performs real-time image convolutions with programmable kernels of arbitrary shape is pre-sented, which is a first experimental prototype of reduced size to validate the implemented circuits and system level techniques.

TL;DR: This paper addresses the problem of converting a conventional video stream based on sequences of frames into the spike event-based representation known as the address-event-representation (AER), and finds that simple and straightforward algorithms tend to have high potential for real time but produce event distributions that differ considerably from those obtained in AER VLSI chips.

TL;DR: In this article, several topology families are given to implement practical CMOS sinusoidal oscillators by using operational transconductance amplifier-capacitor (OTA-C) techniques.