FPGAs are integrated circuits that can be programmed after manufacturing to perform specific tasks. They offer a middle ground between the flexibility of GPUs and the efficiency of ASICs. In cryptocurrency mining, FPGAs can be reconfigured to mine different algorithms, making them versatile and adaptable to various mining tasks. However, they are generally more complex to program and set up, requiring specialized knowledge and skills.