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Welcome to tinyML Forums
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1929
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March 21, 2020
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tinyML Talks on May 13, 2021 “SRAM based In-Memory Computing for Energy-Efficient AI Inference” by Jae-sun Seo
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10
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May 8, 2021
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tinyML Talks on May 12, 2021 “TinyML FPGA implementation for condition monitoring” by Altaf Khan and Martin Kellermann
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22
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May 5, 2021
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Makefile on page 84 in the book
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3
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369
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May 3, 2021
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tinyML Talks on May 11, 2021 “Build an Edge optimized tinyML application for the Arduino Nano 33 BLE Sense” by Chris Knorowski
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43
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May 1, 2021
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tinyML Talks on April 27, 2021 “Train-by-weight (TBW): Accelerated Deep Learning by Data Dimensionality Reduction” by Xingheng Lin and Michael Jo
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97
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March 24, 2021
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tinyML Talks on April 21, 2021 “MediaTek NeuroPilot - Micro” by Rituparna Mandal and Max Wu
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59
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April 19, 2021
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tinyML Talks on April 20, 2021 “tiny machine learning with Arduino” by Massimo Banzi
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118
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April 12, 2021
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tinyML Talks on April 13, 2021 “Deploying AI to Embedded Systems” by Bernhard Suhm
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92
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April 6, 2021
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tinyML Talks on April 7, 2021 “Universal CNN Accelerator Intended for Edge-Based AI Inference” by Rastislav Struharik
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142
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March 25, 2021
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Whats the catch...Arduino vs TPU/VPU/GPU performance and limitations
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10
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374
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April 9, 2021
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tinyML Talks on March 30, 2021 “The lottery ticket hypothesis for gigantic pre-trained models” by Atlas Wang
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106
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March 12, 2021
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tinyML Talks on March 16, 2021 “tinyMLPerf: Deep Learning Benchmarks for Embedded Devices” by Vijay Janapa Reddi
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190
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March 8, 2021
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Pytorch for tinyML
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6
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1274
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March 19, 2021
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tinyML Talks on March 9, 2021 “Positive Unlabeled Learning for Tiny ML” by Kristen Jaskie
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2
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123
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March 16, 2021
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tinyML Talks on March 10, 2021 “Efficient Multi-Objective Neural Architecture Search with Evolutionary Algorithms” by Thomas Elsken
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97
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March 4, 2021
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tinyML Talks on March 4, 2021 “Inference with Raspberry Pi Pico and RP2040” by Eben Upton
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253
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February 25, 2021
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tinyML Talks on February 18, 2021 “An Introduction to Optimizing ML Models with TVMC” by Chris Hoge
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62
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March 2, 2021
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tinyML Talks on February 16, 2021 “Oral Tongue Lesion Detection using TinyML on Embedded Devices” by Mohammed Zubair
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56
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March 1, 2021
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tinyML Talks on February 23, 2021 “Making ML work in the real world” by Dominic Binks
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82
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February 24, 2021
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tinyML Talks on February 15, 2021 “Race Predict by DXC - Harnessing compute at the edge to identify object movements during sporting events” by Scott Hehir
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57
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February 26, 2021
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tinyML Talks on February 13, 2021 “Introduction to Edge Computing” by Archana Vaidheeswaran
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82
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February 26, 2021
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tinyML Talks on February 8, 2021 “CMSIS-NN & Optimizations for Edge AI” by Felix Johnny and Fredrik Knutsson
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158
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February 9, 2021
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tinyML Talks on February 2, 2021 “Always-on visual classification below 1 mW with spiking convolutional networks on Dynap™-CNN” by Martino Sorbaro
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183
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January 26, 2021
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tinyML Talks on January 19, 2021 “microTVM: a Tensor Compiler for Bare Metal” by Andrew Reusch
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169
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January 21, 2021
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tinyML Talks on January 13, 2021 “Security of Edge AI against Hardware Attacks” by Manuel Brosch and Matthias Probst
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114
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January 13, 2021
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tinyML Talks on January 5, 2021 “The Future of Personalized Connected Healthcare” by Andrew Baker
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175
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January 4, 2021
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tinyML Talks on December 22, 2020 “Low MIPS & Memory Machine Learning Industrial Vibration Monitoring Solution (AKA Not All AI Applications Are Cat v Dogs on Facebook)” by John Edwards
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316
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November 19, 2020
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tinyML Talks on December 15, 2020 “PoPS: Policy Pruning and Shrinking of Deep Reinforcement Learning for edge devices” by Dor Livne
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107
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December 17, 2020
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tinyML Talks on December 2, 2020 “Embedded Machine Learning using Infineon’s ModusToolbox ML” by Aidan Smyth
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135
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December 3, 2020
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