Pietro Maris Ferreira
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View article: A comparative review of deep and spiking neural networks for edge AI neuromorphic circuits
A comparative review of deep and spiking neural networks for edge AI neuromorphic circuits Open
Edge AI implements neural networks directly in electronic circuits, using either deep neural networks (DNNs) or neuromorphic spiking neural networks (SNNs). DNNs offer high accuracy and easy-to-use tools but are computationally intensive a…
View article: Analog Spiking Neuron Model for Unsupervised STDP-based learning in Neuromorphic Circuits
Analog Spiking Neuron Model for Unsupervised STDP-based learning in Neuromorphic Circuits Open
Neuromorphic computing has emerged as a promising solution to meet the computational demands of artificial intelligence and enhance the energy efficiency through spiking neural networks (SNNs). This paper models a previously published biom…
View article: AIoT-Guidebook
AIoT-Guidebook Open
Release v1.0.3 changes: Added AI application performance analysis
View article: YannaelB/analogSNN_unsupervised-STDP: analogSNN_unsupervised-STDP
YannaelB/analogSNN_unsupervised-STDP: analogSNN_unsupervised-STDP Open
Full Changelog: https://github.com/YannaelB/analogSNN_unsupervised-STDP/commits/analogSNN_unsupervised-STDP
View article: Zalfa-jouni/Analog_SNN_RFLocalization: Initial Release - Version 1.0
Zalfa-jouni/Analog_SNN_RFLocalization: Initial Release - Version 1.0 Open
Implemented analog neuromorphic framework for RF source localization
View article: DrPiBlacksmith/icLayoutRender: icLayoutRender2v0
DrPiBlacksmith/icLayoutRender: icLayoutRender2v0 Open
Full Changelog: https://github.com/DrPiBlacksmith/icLayoutRender/compare/Beta2024
View article: On the design of passive dispersive filters for analog signal processing applications
On the design of passive dispersive filters for analog signal processing applications Open
The paper presents the design of two dispersive filters (also called phasers) dedicated to Analog Signal Processing (ASP) applications. Possible ASP applications targeted for these filters are also proposed: analog pulse compression radar,…
View article: Design of a Passive Dispersive Filter for Analog Pulse Compression Radar
Design of a Passive Dispersive Filter for Analog Pulse Compression Radar Open
International audience
View article: Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations
Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations Open
International audience
View article: Revisiting the Ultra-Low Power Electronic Neuron Towards a Faithful Biomimetic Behavior
Revisiting the Ultra-Low Power Electronic Neuron Towards a Faithful Biomimetic Behavior Open
International audience
View article: RF neuromorphic spiking sensor for smart IoT devices
RF neuromorphic spiking sensor for smart IoT devices Open
View article: Analog Spiking Neural Network Synthesis for the MNIST
Analog Spiking Neural Network Synthesis for the MNIST Open
Different from classical artificial neural network which processes digital data, the spiking neural network (SNN) processes spike trains. Indeed, its event-driven property helps to capture the rich dynamics the neurons have within the brai…
View article: Physics Informed Spiking Neural Networks: Application to Digital Predistortion for Power Amplifier Linearization
Physics Informed Spiking Neural Networks: Application to Digital Predistortion for Power Amplifier Linearization Open
Recently, new emerging techniques of neuromorphic hardware render spiking neuron networks (SNN) promising as an energy-efficient solution for artificial intelligence (AI). With the idea of physics informed neural network, the structure can…
View article: Sub-nJ per Decision Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55 nm Technology
Sub-nJ per Decision Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55 nm Technology Open
International audience
View article: Smart IoT - Implementation of Neuromorphic Circuits
Smart IoT - Implementation of Neuromorphic Circuits Open
International audience
View article: 1.2 nW Neuromorphic Enhanced Wake-Up Radio
1.2 nW Neuromorphic Enhanced Wake-Up Radio Open
International audience
View article: Deep Neural Network Feasibility Using Analog Spiking Neurons
Deep Neural Network Feasibility Using Analog Spiking Neurons Open
International audience
View article: 1.2 nW Neuromorphic Enhanced Wake-Up Radio
1.2 nW Neuromorphic Enhanced Wake-Up Radio Open
View article: From Semiconductor to Transistor-Level: Modeling, Simulation, and Layout Rendering Tools
From Semiconductor to Transistor-Level: Modeling, Simulation, and Layout Rendering Tools Open
View article: Surface versus Performance Trade-offs: A Review of Layout Techniques
Surface versus Performance Trade-offs: A Review of Layout Techniques Open
Selecting the relevant layout techniques is a key point to obtain a high-performance integrated circuit. Most of the common layout techniques, beside allowing the improvement of performance, also leads to an area overhead. Moreover, this a…
View article: A General gm/Id Temperature-Aware Design Methodology Using 180 nm CMOS up to 250 °C
A General gm/Id Temperature-Aware Design Methodology Using 180 nm CMOS up to 250 °C Open
The advent of the Internet-of-Things brings new challenges in circuit design. The presence of circuits and sensors in harsh environments brought the need for methodologies that account for them. Since the beginning of the transistors, the …
View article: A Chopper Negative-R Delta-Sigma ADC for Audio MEMS Sensors
A Chopper Negative-R Delta-Sigma ADC for Audio MEMS Sensors Open
International audience
View article: Rapos0/MOSLab.jl: V0.1.1-zenodo
Rapos0/MOSLab.jl: V0.1.1-zenodo Open
Zenodo DOI
View article: A 237 ppm/°C L-Band Active Inductance Based Voltage Controlled Oscillator in SOI 0.18 µm
A 237 ppm/°C L-Band Active Inductance Based Voltage Controlled Oscillator in SOI 0.18 µm Open
International audience
View article: Analysis and Implementation of OVSF Address Decoders
Analysis and Implementation of OVSF Address Decoders Open
International audience
View article: A Flexible Low-Cost Discrete-Time Wake-up Receiver for LoRaWAN applications
A Flexible Low-Cost Discrete-Time Wake-up Receiver for LoRaWAN applications Open
International audience
View article: A comparative study between E‐neurons mathematical model and circuit model
A comparative study between E‐neurons mathematical model and circuit model Open
The basic concepts and techniques involved in the development and analysis of mathematical models for individual neurons are reviewed. A spiking neuron model uses differential equations to represent various neuronal activities that have mo…
View article: A Temperature-Aware Framework on <i>g<sub>m</sub> </i>/<i>I<sub>D</sub> </i>-Based Methodology Using 180 nm SOI From −40 °C to 200 °C
A Temperature-Aware Framework on <i>g<sub>m</sub> </i>/<i>I<sub>D</sub> </i>-Based Methodology Using 180 nm SOI From −40 °C to 200 °C Open
International audience
View article: Neuromorphic analog spiking-modulator for audio signal processing
Neuromorphic analog spiking-modulator for audio signal processing Open
View article: A highly-linear, integration-compatible output metric for amplitude-modulated resonant sensors based on weakly-coupled resonators
A highly-linear, integration-compatible output metric for amplitude-modulated resonant sensors based on weakly-coupled resonators Open
International audience