memory so how do we combat that to mitigate short-term memory to specialized recurrent neural networks were created one called long short term memory or lsdm for sure the other is gated recurrent units or gr use LS TMS and gr use essentially fokin just like our meds but they're capable of learning long-term dependencies using mechanism called gates these gates are different tensor operations that can learn what information to add or remove to the hidden state because of this ability short-term memory is less of an