Performance Evaluation and Scaling of a Multiprocessor Architecture Emulating Complex SNN Algorithms. - Giovanny Sánchez; Jordi Madrenas; Juan Manuel Moreno (ICES, 2010)

Bioinspired Sensory Integration for Environment-Perception Embedded Systems. - Jordi Madrenas; Daniel Fernández; Jordi Cosp; Juan Manuel Moreno; Luís Martínez-Alvarado; Giovanny Sánchez (BIODEVICES, 2011)

Spike-based analog-digital neuromorphic information processing system for sensor applications. - Giovanny Sánchez; Thomas Jacob Koickal; T. A. Athul Sripad; Luiz Carlos Gouveia; Alister Hamilton; Jordi Madrenas (ISCAS, 2013)

An efficient hardware implementation of a novel unary Spiking Neural Network multiplier with variable dendritic delays. - Carlos Diaz; Giovanny Sánchez; Gonzalo Duchen-Sanchez; Mariko Nakano; Héctor M. Pérez Meana (Neurocomputing, 2016)

AER-SRT: Scalable spike distribution by means of synchronous serial ring topology address event representation. - Taho Dorta; Mireya Zapata; Jordi Madrenas; Giovanny Sánchez (Neurocomputing, 2016)

A compact digital gamma-tone filter processor. - Areli Rojo-Hernandez; Giovanny Sanchez-Rivera; Juan Gerardo Ávalos Ochoa; Héctor M. Pérez Meana; Leslie S. Smith (Microprocess. Microsystems, 2016)

A novel parallel multiplier using spiking neural P systems with dendritic delays. - Carlos Diaz; Thania Frias; Giovanny Sánchez; Héctor Pérez 002; Karina Toscano; Gonzalo Duchen-Sanchez (Neurocomputing, 2017)

Spike-based compact digital neuromorphic architecture for efficient implementation of high order FIR filters. - Carlos Diaz; Giovanny Sánchez; Juan Gerardo Ávalos Ochoa; Gabriel Sanchez 001; Juan-Carlos Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 2017)

A compact divisor based on SN P systems along with dendritic behavior. - Thania Frias; Marco Abarca; Carlos Diaz; Gonzalo Duchen-Sanchez; Héctor Pérez 002; Giovanny Sánchez (Neurocomputing, 2017)

A new scalable parallel adder based on spiking neural P systems, dendritic behavior, rules on the synapses and astrocyte-like control to compute multiple signed numbers. - Thania Frias; Giovanny Sánchez; Luis Garcia 002; Marco Abarca; Carlos Diaz; Gabriel Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 2018)

SNAVA - A real-time multi-FPGA multi-model spiking neural network simulation architecture. - T. A. Athul Sripad; Giovanny Sánchez; Mireya Zapata; Vito Pirrone; Taho Dorta; Salvatore Cambria; Albert Marti; Karthikeyan Krishnamourthy; Jordi Madrenas (Neural Networks, 2018)

A highly scalable parallel spike-based digital neuromorphic architecture for high-order fir filters using LMS adaptive algorithm. - Giovanny Sánchez; Carlos Diaz; Juan Gerardo Ávalos Ochoa; Luis Garcia 002; Angel Vazquez 001; Karina Toscano; Juan-Carlos Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 2019)

LEGION-based image segmentation by means of spiking neural networks using normalized synaptic weights implemented on a compact scalable neuromorphic architecture. - Giovanny Sánchez; Jordi Madrenas; Jordi Cosp-Vilella (Neurocomputing, 2019)

A compact neuromorphic architecture with dynamic routing to efficiently simulate the FXECAP-L algorithm for real-time active noise control. - Giovanny Sánchez; Juan-Gerardo Ávalos; Angel Vazquez 001; Luis Garcia 002; Thania Frias; Karina Toscano; Gonzalo Duchen-Sanchez; Héctor Pérez 002 (Appl. Soft Comput., 2020)

High-performance and ultra-compact spike-based architecture for real-time acoustic echo cancellation. - Juan-Gerardo Ávalos; Giovanny Sánchez; Carlos Trejo; Luis Garcia 002; Eduardo Pichardo; Angel Vazquez 001; Esteban Anides; Juan-Carlos Sanchez 001; Héctor Pérez 002 (Appl. Soft Comput., 2021)

Small universal spiking neural P systems with dendritic/axonal delays and dendritic trunk/feedback. - Luis Garcia 002; Giovanny Sánchez; Eduardo Vazquez 001; Juan-Gerardo Ávalos; Esteban Anides; Mariko Nakano; Gabriel Sanchez 001; Héctor Pérez 002 (Neural Networks, 2021)

A high-precision multi-arithmetic neural circuit for the efficient computation of the new filtered-X Kronecker product APL-NLMS algorithm applied to active noise control. - Angel Vazquez 001; Luis Garcia 002; Juan-Gerardo Ávalos; Giovanny Sánchez; Mariko Nakano; Karina Toscano; Juan-Carlos Sanchez 001 (Expert Syst. Appl., 2022)

A biologically inspired spiking neural P system in selective visual attention for efficient feature extraction from human motion. - Esteban Anides; Luis Garcia 002; Giovanny Sánchez; Juan-Gerardo Ávalos; Marco Abarca; Thania Frias; Eduardo Vazquez 001; Emmanuel Tonatihu Juárez-Velázquez; Carlos Trejo; Derlis Hernández Lara (Frontiers Robotics AI, 2022)

Confidentiality in medical images through a genetic-based steganography algorithm in artificial intelligence. - Eduardo Vazquez 001; Stephanie Torres; Giovanny Sánchez; Juan-Gerardo Ávalos; Marco Abarca; Thania Frias; Emmanuel Tonatihu Juárez-Velázquez; Carlos Trejo; Derlis Hernández Lara (Frontiers Robotics AI, 2022)

An ultra-compact and high-speed FFT-based large-integer multiplier for fully homomorphic encryption using a dual spike-based arithmetic circuit over GF(p). - Luis Garcia 002; Eduardo Vazquez 001; Gabriel Sanchez 001; Juan-Gerardo Ávalos; Giovanny Sánchez (Neurocomputing, 2022)

A compact neuromorphic architecture with dynamic multiplexing to efficiently compute a nearest Kronecker product decomposition based RLS-NLMS algorithm for active noise control headphones. - Angel Vazquez 001; Luis Garcia 002; Karina Toscano; Juan-Carlos Sanchez 001; Gonzalo Isaac Duchen-Sánchez; Héctor Pérez 002; Juan-Gerardo Ávalos; Giovanny Sánchez (Neurocomputing, 2022)

A high-precision distributed neural processor for efficient computation of a new distributed FxSMAP-L algorithm applied to real-time active noise control systems. - Xochitl Maya; Luis Garcia 002; Angel Vazquez 001; Eduardo Pichardo; Juan-Carlos Sanchez 001; Héctor Pérez 002; Juan-Gerardo Ávalos; Giovanny Sánchez (Neurocomputing, 2023)

Spiking neural P systems with myelin and dendritic spines. - Luis Garcia 002; Giovanny Sánchez; Juan-Gerardo Ávalos; Eduardo Vazquez 001 (Neurocomputing, 2023)

Grey Wolf Optimization Algorithm for Embedded Adaptive Filtering Applications. - Guillermo Salinas; Eduardo Pichardo; Ángel Alfonso Vázquez Piña; Juan-Gerardo Ávalos; Giovanny Sánchez (IEEE Embed. Syst. Lett., 2024)

A New Switching MVC Algorithm for Active Impulsive Noise Control. - Xochitl Maya; Adrián E. Soto; Ángel Alfonso Vázquez Piña; Juan-Gerardo Ávalos; Giovanny Sánchez; Juan C. Sánchez 001 (IEEE Embed. Syst. Lett., 2024)

New Compact Finite-Field Arithmetic Circuits Over GF(p) Based on Spiking Neural P Systems With Communication on Request Implemented in a Low-Cost FPGA. - José L. I. Rangel; Moises I. Arroyo; Eduardo Vazquez 001; Juan-Gerardo Ávalos; Giovanny Sánchez (IEEE Embed. Syst. Lett., 2024)

Facial Expression Recognition Using Lightweight CNNs and Soft Voting. - Jose Sotelo-Barrales; Mariko Nakano-Miyatake; Héctor M. Pérez Meana; Giovanny Sanchez-Rivera (MCPR, 2025)