Taufik A. Valiante

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Vlsi Architecture

Machine Learning

Parameter Selection

Top Venues

IEEE J. Solid State Circuits

Publications

Zhiyu Yang, Jamie Koerner, Gerard O'Leary, Taufik A. Valiante, Roman Genov
Hardware-Efficient 1D CNN for Patient-Specific Early Seizure Detection. EMBC (2023)
Frank Mazza, Alexandre Guet-McCreight, Taufik A. Valiante, John D. Griffiths, Etay Hay
In-silico EEG biomarkers of reduced inhibition in human cortical microcircuits in depression. PLoS Comput. Biol. 19 (4) (2023)
Daniele Grattarola, Lorenzo Livi, Cesare Alippi, Richard Wennberg, Taufik A. Valiante
Seizure localisation with attention-based graph neural networks. Expert Syst. Appl. 203 (2022)
Yushi Guan, Jamie Koerner, Taufik A. Valiante, Roman Genov, Gerard O'Leary
Generative Adversarial Network-based Synthetic Seizure Dataset Augmentation. NER (2021)
Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper
Node-Centric Graph Learning from Data for Brain State Identification. CoRR (2020)
Mohammad Reza Pazhouhandeh, Michael Chang, Taufik A. Valiante, Roman Genov
Track-and-Zoom Neural Analog-to-Digital Converter With Blind Stimulation Artifact Rejection. IEEE J. Solid State Circuits 55 (7) (2020)
Gerard O'Leary, Jianxiong Xu, Liam Long, José B. Sales Filho, Camilo Tejeiro, Maged ElAnsary, Chenxi Tang, Homeira Moradi, Prajay Shah, Taufik A. Valiante, Roman Genov
26.2 A Neuromorphic Multiplier-Less Bit-Serial Weight-Memory-Optimized 1024-Tree Brain-State Classifier and Neuromodulation SoC with an 8-Channel Noise-Shaping SAR ADC Array. ISSCC (2020)
Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper
Node-Centric Graph Learning From Data for Brain State Identification. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Nizar Islah, Jamie Koerner, Roman Genov, Taufik A. Valiante, Gerard O'Leary
Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling. EMBC (2020)
Reza Pazhouhandeh, Gerard O'Leary, Iliya Weisspapir, David M. Groppe, Xuan-Thuan Nguyen, Karim Abdelhalim, Hamed Mazhab-Jafari, Taufik A. Valiante, Peter L. Carlen, Naveen Verma, Roman Genov
Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications. ISSCC (2019)
Gerard O'Leary, Adam Gierlach, Roman Genov, Taufik A. Valiante
Neural Interface System for Virtual High-Density Microelectrode Array Adaptive Neuromodulation. BioCAS (2019)
Jamie Koerner, Gerard O'Leary, Taufik A. Valiante, Roman Genov
Neuromodulation Biomarker Selection using GPU-Parallelized Genetic Algorithms. BioCAS (2019)
Gerard O'Leary, Mohammad Reza Pazhouhandeh, Michael Chang, David M. Groppe, Taufik A. Valiante, Naveen Verma, Roman Genov
Σ ADCs and Charge-Balanced Programmable Waveform Neurostimulators. ISSCC (2018)
Gerard O'Leary, David M. Groppe, Taufik A. Valiante, Naveen Verma, Roman Genov
NURIP: Neural Interface Processor for Brain-State Classification and Programmable-Waveform Neurostimulation. IEEE J. Solid State Circuits 53 (11) (2018)
Gerard O'Leary, Ian Taras, Dylan Malone Stuart, Jamie Koerner, David M. Groppe, Taufik A. Valiante, Roman Genov
GPU - Accelerated Parameter Selection for Neural Connectivity Analysis Devices. BioCAS (2018)
Gerard O'Leary, Asish O. Abraham, Akshay K. Kamath, David M. Groppe, Taufik A. Valiante, Roman Genov
Machine learning microserver for neuromodulation device training. BioCAS (2017)
Gerard O'Leary, Taufik A. Valiante, Roman Genov
Low-latency VLSI architecture for neural cross-frequency coupling analysis. EMBC (2017)
Lihua Wang, Suzie Dufour, Taufik A. Valiante, Peter L. Carlen
Extracellular Potassium and Seizures: Excitation, Inhibition and the Role of Ih. Int. J. Neural Syst. 26 (8) (2016)
Cristiano Micheli, Daniel Kaping, Stephanie Westendorff, Taufik A. Valiante, Thilo Womelsdorf
Inferior-frontal cortex phase synchronizes with the temporal-parietal junction prior to successful change detection. NeuroImage 119 (2015)
Hossein Kassiri, Muhammad Tariqus Salam, Fu Der Chen, Behraz Vatankhahghadim, Nima Soltani, Michael Chang, Peter L. Carlen, Taufik A. Valiante, Roman Genov
Inductively powered arbitrary-waveform adaptive-supply electro-optical neurostimulator. BioCAS (2015)
Demitre Serletis, Peter L. Carlen, Taufik A. Valiante, Berj L. Bardakjian
Phase Synchronization of neuronal noise in mouse hippocampal epileptiform Dynamics. Int. J. Neural Syst. 23 (1) (2013)
Marija Cotic, Osbert C. Zalay, Taufik A. Valiante, Peter L. Carlen, Berj L. Bardakjian
Frequency interactions in human epileptic brain. EMBC (2011)